diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eaf2614ceb22a8c553388ef52a4e12a3665e86e5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"mobile_wt": "182", "support": 28, "avg_response": 0.5678571428571428}, {"mobile_wt": "185", "support": 27, "avg_response": 0.5407407407407407}, {"mobile_wt": "101", "support": 27, "avg_response": 0.5074074074074074}, {"mobile_wt": "199", "support": 26, "avg_response": 0.48846153846153845}, {"mobile_wt": "146", "support": 26, "avg_response": 0.43846153846153846}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..87dacfbefc9e099aa94d70ca0d082eba5eb2c083
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_0024c2a78a898412
+-- problem_id: v2p_m10_e4ed0ff72a288028
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "mobile_wt",
+    COUNT(*) AS support,
+    AVG("m_dep") AS avg_response
+FROM "m10"
+GROUP BY "mobile_wt"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..317413d92e2ef165ae46cce1dc5794e6cbefea99
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: m10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m10_0024c2a78a898412\n-- problem_id: v2p_m10_e4ed0ff72a288028\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"mobile_wt\",\n    COUNT(*) AS support,\n    AVG(\"m_dep\") AS avg_response\nFROM \"m10\"\nGROUP BY \"mobile_wt\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: m10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m10_0024c2a78a898412\\n-- problem_id: v2p_m10_e4ed0ff72a288028\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"mobile_wt\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"m_dep\\\") AS avg_response\\nFROM \\\"m10\\\"\\nGROUP BY \\\"mobile_wt\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"mobile_wt\", \"support\", \"avg_response\"], \"rows\": [{\"mobile_wt\": \"182\", \"support\": 28, \"avg_response\": 0.5678571428571428}, {\"mobile_wt\": \"185\", \"support\": 27, \"avg_response\": 0.5407407407407407}, {\"mobile_wt\": \"101\", \"support\": 27, \"avg_response\": 0.5074074074074074}, {\"mobile_wt\": \"199\", \"support\": 26, \"avg_response\": 0.48846153846153845}, {\"mobile_wt\": \"146\", \"support\": 26, \"avg_response\": 0.43846153846153846}, {\"mobile_wt\": \"198\", \"support\": 25, \"avg_response\": 0.544}, {\"mobile_wt\": \"88\", \"support\": 25, \"avg_response\": 0.4}, {\"mobile_wt\": \"105\", \"support\": 25, \"avg_response\": 0.38799999999999996}, {\"mobile_wt\": \"89\", \"support\": 24, \"avg_response\": 0.5166666666666667}, {\"mobile_wt\": \"131\", \"support\": 23, \"avg_response\": 0.5869565217391305}, {\"mobile_wt\": \"160\", \"support\": 23, \"avg_response\": 0.5434782608695652}, {\"mobile_wt\": \"114\", \"support\": 23, \"avg_response\": 0.5260869565217391}, {\"mobile_wt\": \"145\", \"support\": 23, \"avg_response\": 0.43043478260869567}, {\"mobile_wt\": \"169\", \"support\": 22, \"avg_response\": 0.5545454545454546}, {\"mobile_wt\": \"104\", \"support\": 22, \"avg_response\": 0.5181818181818182}, {\"mobile_wt\": \"187\", \"support\": 22, \"avg_response\": 0.5181818181818182}, {\"mobile_wt\": \"138\", \"support\": 22, \"avg_response\": 0.5}, {\"mobile_wt\": \"134\", \"support\": 22, \"avg_response\": 0.4636363636363636}, {\"mobile_wt\": \"124\", \"support\": 21, \"avg_response\": 0.6238095238095238}, {\"mobile_wt\": \"111\", \"support\": 21, \"avg_response\": 0.5428571428571429}, {\"mobile_wt\": \"80\", \"support\": 21, \"avg_response\": 0.48571428571428565}, {\"mobile_wt\": \"196\", \"support\": 20, \"avg_response\": 0.5}, {\"mobile_wt\": \"158\", \"support\": 20, \"avg_response\": 0.485}, {\"mobile_wt\": \"102\", \"support\": 20, \"avg_response\": 0.45}, {\"mobile_wt\": \"100\", \"support\": 20, \"avg_response\": 0.43499999999999994}, {\"mobile_wt\": \"150\", \"support\": 19, \"avg_response\": 0.6105263157894737}, {\"mobile_wt\": \"200\", \"support\": 19, \"avg_response\": 0.5684210526315789}, {\"mobile_wt\": \"103\", \"support\": 19, \"avg_response\": 0.5473684210526316}, {\"mobile_wt\": \"141\", \"support\": 19, \"avg_response\": 0.5368421052631579}, {\"mobile_wt\": \"197\", \"support\": 19, \"avg_response\": 0.5210526315789474}, {\"mobile_wt\": \"159\", \"support\": 19, \"avg_response\": 0.5}, {\"mobile_wt\": \"86\", \"support\": 19, \"avg_response\": 0.48947368421052634}, {\"mobile_wt\": \"83\", \"support\": 19, \"avg_response\": 0.4789473684210526}, {\"mobile_wt\": \"123\", \"support\": 19, \"avg_response\": 0.37894736842105264}, {\"mobile_wt\": \"172\", \"support\": 18, \"avg_response\": 0.5222222222222223}, {\"mobile_wt\": \"109\", \"support\": 18, \"avg_response\": 0.5166666666666667}, {\"mobile_wt\": \"107\", \"support\": 18, \"avg_response\": 0.4833333333333333}, {\"mobile_wt\": \"151\", \"support\": 18, \"avg_response\": 0.4833333333333333}, {\"mobile_wt\": \"153\", \"support\": 18, \"avg_response\": 0.46111111111111114}, {\"mobile_wt\": \"186\", \"support\": 18, \"avg_response\": 0.43333333333333335}, {\"mobile_wt\": \"157\", \"support\": 18, \"avg_response\": 0.4222222222222223}, {\"mobile_wt\": \"155\", \"support\": 18, \"avg_response\": 0.4}, {\"mobile_wt\": \"135\", \"support\": 17, \"avg_response\": 0.6176470588235294}, {\"mobile_wt\": \"113\", \"support\": 17, \"avg_response\": 0.5529411764705883}, {\"mobile_wt\": \"162\", \"support\": 17, \"avg_response\": 0.5470588235294118}, {\"mobile_wt\": \"181\", \"support\": 17, \"avg_response\": 0.5470588235294118}, {\"mobile_wt\": \"112\", \"support\": 17, \"avg_response\": 0.5352941176470588}, {\"mobile_wt\": \"93\", \"support\": 17, \"avg_response\": 0.5294117647058824}, {\"mobile_wt\": \"84\", \"support\": 17, \"avg_response\": 0.5058823529411764}, {\"mobile_wt\": \"190\", \"support\": 17, \"avg_response\": 0.47058823529411764}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1.19}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5514a316217bb836f157a72451f2575d6ea577b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:44.653146+00:00",
+  "ended_at": "2026-05-19T16:08:44.655019+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_0024c2a78a898412",
+    "problem_id": "v2p_m10_e4ed0ff72a288028",
+    "dataset_id": "m10",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=m_dep, key_col=mobile_wt.",
+    "bindings": {
+      "key_col": "mobile_wt",
+      "measure_col": "m_dep",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0024c2a78a898412.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_0024c2a78a898412/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d8df4a8537f1c1b2fa555d0d66510a56fc58d22
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "4", "support": 274, "support_share": 0.137, "support_rank": 1}, {"value_label": "7", "support": 259, "support_share": 0.1295, "support_rank": 2}, {"value_label": "8", "support": 256, "support_share": 0.128, "support_rank": 3}, {"value_label": "2", "support": 247, "support_share": 0.1235, "support_rank": 4}, {"value_label": "3", "support": 246, "support_share": 0.123, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0009bc23088e2a365c711300595ad1497877b77d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_01f2704572cc1ea9
+-- problem_id: v2p_m10_3a432d4bb8186ff3
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "n_cores" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "n_cores"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e44603c3130ac10c1ab852b789fea90fece896b1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: m10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m10_01f2704572cc1ea9\n-- problem_id: v2p_m10_3a432d4bb8186ff3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"n_cores\" AS value_label, COUNT(*) AS support\n    FROM \"m10\"\n    GROUP BY \"n_cores\"\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: m10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m10_01f2704572cc1ea9\\n-- problem_id: v2p_m10_3a432d4bb8186ff3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"n_cores\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"n_cores\\\"\\n)\\nSELECT\\n    value_label,\\n    support,\\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"4\", \"support\": 274, \"support_share\": 0.137, \"support_rank\": 1}, {\"value_label\": \"7\", \"support\": 259, \"support_share\": 0.1295, \"support_rank\": 2}, {\"value_label\": \"8\", \"support\": 256, \"support_share\": 0.128, \"support_rank\": 3}, {\"value_label\": \"2\", \"support\": 247, \"support_share\": 0.1235, \"support_rank\": 4}, {\"value_label\": \"3\", \"support\": 246, \"support_share\": 0.123, \"support_rank\": 5}, {\"value_label\": \"5\", \"support\": 246, \"support_share\": 0.123, \"support_rank\": 6}, {\"value_label\": \"1\", \"support\": 242, \"support_share\": 0.121, \"support_rank\": 7}, {\"value_label\": \"6\", \"support\": 230, \"support_share\": 0.115, \"support_rank\": 8}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.88}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..416ad4458e50fc4a398b90ea322adc5b7d5ecf74
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:44.625337+00:00",
+  "ended_at": "2026-05-19T16:08:44.626828+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_01f2704572cc1ea9",
+    "problem_id": "v2p_m10_3a432d4bb8186ff3",
+    "dataset_id": "m10",
+    "template_id": "tpl_cardinality_support_rank_profile",
+    "template_name": "Cardinality Support Rank Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "value_imbalance_profile",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=n_cores.",
+    "bindings": {
+      "group_col": "n_cores"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_01f2704572cc1ea9.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_01f2704572cc1ea9/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5db2d42906d09b2a089b53c3df816f80218539c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=blue, measure_col=pc.
+Result preview: [{"blue": "0", "percentile_measure": 19.0}, {"blue": "1", "percentile_measure": 18.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..34d9e699af4874ba037e6bbee2749bbaad951ac0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/generated_sql.sql
@@ -0,0 +1,73 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_02473088168c1688
+-- problem_id: v2p_m10_176a936d140f470a
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "blue",
+    CAST("pc" AS REAL) AS "pc_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "blue"
+      ORDER BY CAST("pc" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "blue"
+    ) AS "cnt"
+  FROM "m10"
+  WHERE "blue" IS NOT NULL
+    AND "pc" IS NOT NULL
+),
+"targets" AS (
+  SELECT
+    "group_counts"."blue",
+    "group_counts"."cnt",
+    (1.0 + 0.9 * ("group_counts"."cnt" - 1)) AS "target_rn",
+    CAST((1.0 + 0.9 * ("group_counts"."cnt" - 1)) AS INTEGER) AS "lower_rn",
+    CAST((1.0 + 0.9 * ("group_counts"."cnt" - 1)) AS INTEGER) +
+      CASE
+        WHEN (1.0 + 0.9 * ("group_counts"."cnt" - 1)) > CAST((1.0 + 0.9 * ("group_counts"."cnt" - 1)) AS INTEGER) THEN 1
+        ELSE 0
+      END AS "upper_rn"
+  FROM (
+    SELECT
+      "blue",
+      MAX("cnt") AS "cnt"
+    FROM "ordered"
+    GROUP BY "blue"
+  ) AS "group_counts"
+  WHERE "group_counts"."cnt" >= 5
+),
+"picked" AS (
+  SELECT
+    o."blue",
+    t."target_rn",
+    t."lower_rn",
+    t."upper_rn",
+    MAX(CASE WHEN o."rn" = t."lower_rn" THEN o."pc_value" END) AS "lower_value",
+    MAX(CASE WHEN o."rn" = t."upper_rn" THEN o."pc_value" END) AS "upper_value"
+  FROM "ordered" AS o
+  JOIN "targets" AS t
+    ON o."blue" = t."blue"
+  GROUP BY
+    o."blue",
+    t."target_rn",
+    t."lower_rn",
+    t."upper_rn"
+)
+SELECT
+  "blue",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_value"
+    ELSE "lower_value" + ("target_rn" - "lower_rn") * ("upper_value" - "lower_value")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3db6441fd6a64edc89aa974cffabccb299d5a34f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n  SELECT\n    \"blue\",\n    CAST(\"pc\" AS REAL) AS \"pc_value\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"blue\"\n      ORDER BY CAST(\"pc\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"blue\"\n    ) AS \"cnt\"\n  FROM \"m10\"\n  WHERE \"blue\" IS NOT NULL\n    AND \"pc\" IS NOT NULL\n),\n\"targets\" AS (\n  SELECT\n    \"group_counts\".\"blue\",\n    \"group_counts\".\"cnt\",\n    (1.0 + 0.9 * (\"group_counts\".\"cnt\" - 1)) AS \"target_rn\",\n    CAST((1.0 + 0.9 * (\"group_counts\".\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n    CAST((1.0 + 0.9 * (\"group_counts\".\"cnt\" - 1)) AS INTEGER) +\n      CASE\n        WHEN (1.0 + 0.9 * (\"group_counts\".\"cnt\" - 1)) > CAST((1.0 + 0.9 * (\"group_counts\".\"cnt\" - 1)) AS INTEGER) THEN 1\n        ELSE 0\n      END AS \"upper_rn\"\n  FROM (\n    SELECT\n      \"blue\",\n      MAX(\"cnt\") AS \"cnt\"\n    FROM \"ordered\"\n    GROUP BY \"blue\"\n  ) AS \"group_counts\"\n  WHERE \"group_counts\".\"cnt\" >= 5\n),\n\"picked\" AS (\n  SELECT\n    o.\"blue\",\n    t.\"target_rn\",\n    t.\"lower_rn\",\n    t.\"upper_rn\",\n    MAX(CASE WHEN o.\"rn\" = t.\"lower_rn\" THEN o.\"pc_value\" END) AS \"lower_value\",\n    MAX(CASE WHEN o.\"rn\" = t.\"upper_rn\" THEN o.\"pc_value\" END) AS \"upper_value\"\n  FROM \"ordered\" AS o\n  JOIN \"targets\" AS t\n    ON o.\"blue\" = t.\"blue\"\n  GROUP BY\n    o.\"blue\",\n    t.\"target_rn\",\n    t.\"lower_rn\",\n    t.\"upper_rn\"\n)\nSELECT\n  \"blue\",\n  CASE\n    WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n    ELSE \"lower_value\" + (\"target_rn\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n  END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"blue\\\",\\n    CAST(\\\"pc\\\" AS REAL) AS \\\"pc_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"blue\\\"\\n      ORDER BY CAST(\\\"pc\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"blue\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"m10\\\"\\n  WHERE \\\"blue\\\" IS NOT NULL\\n    AND \\\"pc\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n  SELECT\\n    \\\"group_counts\\\".\\\"blue\\\",\\n    \\\"group_counts\\\".\\\"cnt\\\",\\n    (1.0 + 0.9 * (\\\"group_counts\\\".\\\"cnt\\\" - 1)) AS \\\"target_rn\\\",\\n    CAST((1.0 + 0.9 * (\\\"group_counts\\\".\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n    CAST((1.0 + 0.9 * (\\\"group_counts\\\".\\\"cnt\\\" - 1)) AS INTEGER) +\\n      CASE\\n        WHEN (1.0 + 0.9 * (\\\"group_counts\\\".\\\"cnt\\\" - 1)) > CAST((1.0 + 0.9 * (\\\"group_counts\\\".\\\"cnt\\\" - 1)) AS INTEGER) THEN 1\\n        ELSE 0\\n      END AS \\\"upper_rn\\\"\\n  FROM (\\n    SELECT\\n      \\\"blue\\\",\\n      MAX(\\\"cnt\\\") AS \\\"cnt\\\"\\n    FROM \\\"ordered\\\"\\n    GROUP BY \\\"blue\\\"\\n  ) AS \\\"group_counts\\\"\\n  WHERE \\\"group_counts\\\".\\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    o.\\\"blue\\\",\\n    t.\\\"target_rn\\\",\\n    t.\\\"lower_rn\\\",\\n    t.\\\"upper_rn\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"lower_rn\\\" THEN o.\\\"pc_value\\\" END) AS \\\"lower_value\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"upper_rn\\\" THEN o.\\\"pc_value\\\" END) AS \\\"upper_value\\\"\\n  FROM \\\"ordered\\\" AS o\\n  JOIN \\\"targets\\\" AS t\\n    ON o.\\\"blue\\\" = t.\\\"blue\\\"\\n  GROUP BY\\n    o.\\\"blue\\\",\\n    t.\\\"target_rn\\\",\\n    t.\\\"lower_rn\\\",\\n    t.\\\"upper_rn\\\"\\n)\\nSELECT\\n  \\\"blue\\\",\\n  CASE\\n    WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n    ELSE \\\"lower_value\\\" + (\\\"target_rn\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"blue\", \"percentile_measure\"], \"rows\": [{\"blue\": \"0\", \"percentile_measure\": 19.0}, {\"blue\": \"1\", \"percentile_measure\": 18.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.47}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6a0dc68273e9f8c00a06a5359d57ac11a7618e8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:55:55.861793+00:00",
+  "ended_at": "2026-05-19T15:56:42.895257+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_02473088168c1688",
+    "problem_id": "v2p_m10_176a936d140f470a",
+    "dataset_id": "m10",
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_concentration_consistency",
+    "intended_facet_id": "rare_target_concentration",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=blue, measure_col=pc.",
+    "bindings": {
+      "group_col": "blue",
+      "measure_col": "pc",
+      "top_k": 15,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 13.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=90"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_02473088168c1688.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_02473088168c1688",
+    "api_calls": 0,
+    "input_tokens": 15251,
+    "cached_input_tokens": 14720,
+    "output_tokens": 3130,
+    "total_tokens": 18381,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 46003.24,
+    "sql_execution_elapsed_ms_total": 20.47,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..00fbdf9123d8a77a1e482502d6f79ff4282b846c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:55:58.694748+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2830.05, "started_at": "2026-05-19T15:55:55.863842+00:00", "ended_at": "2026-05-19T15:55:58.693920+00:00", "prompt_metrics": {"chars": 10669, "bytes_utf8": 10669, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-6f8e-7042-bf6e-10585bf1936e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T15:56:42.871471+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 43173.19, "started_at": "2026-05-19T15:55:59.696525+00:00", "ended_at": "2026-05-19T15:56:42.869766+00:00", "prompt_metrics": {"chars": 10669, "bytes_utf8": 10669, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 2016, "bytes_utf8": 2016, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15251, "cached_input_tokens": 14720, "output_tokens": 3130, "reasoning_output_tokens": 2459}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"blue\\\",\\n    CAST(\\\"pc\\\" AS REAL) AS \\\"pc_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"blue\\\"\\n      ORDER BY CAST(\\\"pc\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"blue\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"m10\\\"\\n  WHERE \\\"blue\\\" IS NOT NULL\\n    AND \\\"pc\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n  SELECT\\n    \\\"group_counts\\\".\\\"blue\\\",\\n    \\\"group_counts\\\".\\\"cnt\\\",\\n    (1.0 + 0.9 * (\\\"group_counts\\\".\\\"cnt\\\" - 1)) AS \\\"target_rn\\\",\\n    CAST((1.0 + 0.9 * (\\\"group_counts\\\".\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n    CAST((1.0 + 0.9 * (\\\"group_counts\\\".\\\"cnt\\\" - 1)) AS INTEGER) +\\n      CASE\\n        WHEN (1.0 + 0.9 * (\\\"group_counts\\\".\\\"cnt\\\" - 1)) > CAST((1.0 + 0.9 * (\\\"group_counts\\\".\\\"cnt\\\" - 1)) AS INTEGER) THEN 1\\n        ELSE 0\\n      END AS \\\"upper_rn\\\"\\n  FROM (\\n    SELECT\\n      \\\"blue\\\",\\n      MAX(\\\"cnt\\\") AS \\\"cnt\\\"\\n    FROM \\\"ordered\\\"\\n    GROUP B"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d05c0e7054c7da973c14bc5beefb6c721b37096
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_02473088168c1688",
+  "api_calls": 0,
+  "input_tokens": 15251,
+  "cached_input_tokens": 14720,
+  "output_tokens": 3130,
+  "total_tokens": 18381,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 2,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 46003.24,
+  "sql_execution_elapsed_ms_total": 20.47,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_02473088168c1688/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_048887a06e2d2079/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_048887a06e2d2079/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c44fedc7f2768dea3e44f239c5b8f7bd2e820116
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_048887a06e2d2079/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:02:15.254825+00:00",
+  "ended_at": "2026-05-19T16:02:22.827055+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_048887a06e2d2079",
+    "problem_id": "v2p_m10_6292bca59b754dc4",
+    "dataset_id": "m10",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=sc_h.",
+    "bindings": {
+      "measure_col": "sc_h",
+      "top_k": 13,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 16.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/1",
+      "binding_index=108"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_048887a06e2d2079/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_048887a06e2d2079/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..aa24e9cb5863f7f837568cd0b5140eb2c8451654
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_048887a06e2d2079/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:02:18.565774+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3307.48, "started_at": "2026-05-19T16:02:15.257526+00:00", "ended_at": "2026-05-19T16:02:18.565042+00:00", "prompt_metrics": {"chars": 10439, "bytes_utf8": 10439, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-395f-73f3-8a9a-3a198a49a490\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:02:22.826934+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3259.45, "started_at": "2026-05-19T16:02:19.566724+00:00", "ended_at": "2026-05-19T16:02:22.826202+00:00", "prompt_metrics": {"chars": 10439, "bytes_utf8": 10439, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-4a51-7ce0-b14f-9745e60466ea\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d4774f5f9c38cbbd2aef3f8638465b194c16a3a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "10", "support": 122, "support_share": 0.061, "support_rank": 1}, {"value_label": "7", "support": 119, "support_share": 0.0595, "support_rank": 2}, {"value_label": "9", "support": 112, "support_share": 0.056, "support_rank": 3}, {"value_label": "20", "support": 110, "support_share": 0.055, "support_rank": 4}, {"value_label": "1", "support": 104, "support_share": 0.052, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fc41a835c6cb75e1ba26475b20930bad8d9b9bd1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_1025860d399e98b2
+-- problem_id: v2p_m10_dbf91b5012625ab8
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "pc" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "pc"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d222625f3527028bc710ed0bb5587dacbf658bfe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: m10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m10_1025860d399e98b2\n-- problem_id: v2p_m10_dbf91b5012625ab8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"pc\" AS value_label, COUNT(*) AS support\n    FROM \"m10\"\n    GROUP BY \"pc\"\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: m10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m10_1025860d399e98b2\\n-- problem_id: v2p_m10_dbf91b5012625ab8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"pc\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"pc\\\"\\n)\\nSELECT\\n    value_label,\\n    support,\\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"10\", \"support\": 122, \"support_share\": 0.061, \"support_rank\": 1}, {\"value_label\": \"7\", \"support\": 119, \"support_share\": 0.0595, \"support_rank\": 2}, {\"value_label\": \"9\", \"support\": 112, \"support_share\": 0.056, \"support_rank\": 3}, {\"value_label\": \"20\", \"support\": 110, \"support_share\": 0.055, \"support_rank\": 4}, {\"value_label\": \"1\", \"support\": 104, \"support_share\": 0.052, \"support_rank\": 5}, {\"value_label\": \"14\", \"support\": 104, \"support_share\": 0.052, \"support_rank\": 6}, {\"value_label\": \"0\", \"support\": 101, \"support_share\": 0.0505, \"support_rank\": 7}, {\"value_label\": \"17\", \"support\": 99, \"support_share\": 0.0495, \"support_rank\": 8}, {\"value_label\": \"2\", \"support\": 99, \"support_share\": 0.0495, \"support_rank\": 9}, {\"value_label\": \"4\", \"support\": 95, \"support_share\": 0.0475, \"support_rank\": 10}, {\"value_label\": \"6\", \"support\": 95, \"support_share\": 0.0475, \"support_rank\": 11}, {\"value_label\": \"3\", \"support\": 93, \"support_share\": 0.0465, \"support_rank\": 12}, {\"value_label\": \"15\", \"support\": 92, \"support_share\": 0.046, \"support_rank\": 13}, {\"value_label\": \"12\", \"support\": 90, \"support_share\": 0.045, \"support_rank\": 14}, {\"value_label\": \"8\", \"support\": 89, \"support_share\": 0.0445, \"support_rank\": 15}, {\"value_label\": \"16\", \"support\": 88, \"support_share\": 0.044, \"support_rank\": 16}, {\"value_label\": \"13\", \"support\": 85, \"support_share\": 0.0425, \"support_rank\": 17}, {\"value_label\": \"19\", \"support\": 83, \"support_share\": 0.0415, \"support_rank\": 18}, {\"value_label\": \"18\", \"support\": 82, \"support_share\": 0.041, \"support_rank\": 19}, {\"value_label\": \"11\", \"support\": 79, \"support_share\": 0.0395, \"support_rank\": 20}, {\"value_label\": \"5\", \"support\": 59, \"support_share\": 0.0295, \"support_rank\": 21}], \"row_count_returned\": 21, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.01}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1d76fc62955a79a1f434cd82cc49e1b99053ec48
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:44.627276+00:00",
+  "ended_at": "2026-05-19T16:08:44.628895+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_1025860d399e98b2",
+    "problem_id": "v2p_m10_dbf91b5012625ab8",
+    "dataset_id": "m10",
+    "template_id": "tpl_cardinality_support_rank_profile",
+    "template_name": "Cardinality Support Rank Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "support_concentration",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=pc.",
+    "bindings": {
+      "group_col": "pc"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1025860d399e98b2.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1025860d399e98b2/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c9315f2552573173876a05996073e6e0394fdda1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=dual_sim, measure_col=mobile_wt.
+Result preview: [{"dual_sim": "0", "px_height": 730, "total_measure": 809.0, "share_within_group": 0.5866484895070412}, {"dual_sim": "1", "px_height": 371, "total_measure": 806.0, "share_within_group": 0.5652332463743723}, {"dual_sim": "0", "px_height": 344, "total_measure": 684.0, "share_within_group": 0.49600440892807934}, {"dual_sim": "0", "px_height": 168, "total_measure": 654.0, "share_within_group": 0.47424982958912854}, {"dual_sim": "0", "px_height": 273, "total_measure": 606.0, "share_within_group": 0.4394425026468072}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fc8eb7a15b193583904f7527c6d71fa6ad084590
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/generated_sql.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_10e58905a124d212
+-- problem_id: v2p_m10_4254443331124f5c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "dual_sim",
+  CAST("px_height" AS INTEGER) AS "px_height",
+  SUM(CAST("mobile_wt" AS REAL)) AS total_measure,
+  SUM(CAST("mobile_wt" AS REAL)) * 100.0 / SUM(SUM(CAST("mobile_wt" AS REAL))) OVER (PARTITION BY "dual_sim") AS share_within_group
+FROM "m10"
+GROUP BY "dual_sim", CAST("px_height" AS INTEGER)
+ORDER BY share_within_group DESC
+LIMIT 12;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..da1f9ae559cf88f7efb5f47989ba73a1c592caa9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n  \"dual_sim\",\n  CAST(\"px_height\" AS INTEGER) AS \"px_height\",\n  SUM(CAST(\"mobile_wt\" AS REAL)) AS total_measure,\n  SUM(CAST(\"mobile_wt\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"mobile_wt\" AS REAL))) OVER (PARTITION BY \"dual_sim\") AS share_within_group\nFROM \"m10\"\nGROUP BY \"dual_sim\", CAST(\"px_height\" AS INTEGER)\nORDER BY share_within_group DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"dual_sim\\\",\\n  CAST(\\\"px_height\\\" AS INTEGER) AS \\\"px_height\\\",\\n  SUM(CAST(\\\"mobile_wt\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"mobile_wt\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"mobile_wt\\\" AS REAL))) OVER (PARTITION BY \\\"dual_sim\\\") AS share_within_group\\nFROM \\\"m10\\\"\\nGROUP BY \\\"dual_sim\\\", CAST(\\\"px_height\\\" AS INTEGER)\\nORDER BY share_within_group DESC\\nLIMIT 12;\", \"columns\": [\"dual_sim\", \"px_height\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"dual_sim\": \"0\", \"px_height\": 730, \"total_measure\": 809.0, \"share_within_group\": 0.5866484895070412}, {\"dual_sim\": \"1\", \"px_height\": 371, \"total_measure\": 806.0, \"share_within_group\": 0.5652332463743723}, {\"dual_sim\": \"0\", \"px_height\": 344, \"total_measure\": 684.0, \"share_within_group\": 0.49600440892807934}, {\"dual_sim\": \"0\", \"px_height\": 168, \"total_measure\": 654.0, \"share_within_group\": 0.47424982958912854}, {\"dual_sim\": \"0\", \"px_height\": 273, \"total_measure\": 606.0, \"share_within_group\": 0.4394425026468072}, {\"dual_sim\": \"0\", \"px_height\": 347, \"total_measure\": 598.0, \"share_within_group\": 0.4336412814897536}, {\"dual_sim\": \"0\", \"px_height\": 356, \"total_measure\": 593.0, \"share_within_group\": 0.4300155182665951}, {\"dual_sim\": \"1\", \"px_height\": 447, \"total_measure\": 594.0, \"share_within_group\": 0.4165614743751578}, {\"dual_sim\": \"0\", \"px_height\": 674, \"total_measure\": 564.0, \"share_within_group\": 0.40898609157227594}, {\"dual_sim\": \"1\", \"px_height\": 157, \"total_measure\": 577.0, \"share_within_group\": 0.4046396813374849}, {\"dual_sim\": \"1\", \"px_height\": 217, \"total_measure\": 556.0, \"share_within_group\": 0.38991276052624196}, {\"dual_sim\": \"0\", \"px_height\": 881, \"total_measure\": 530.0, \"share_within_group\": 0.38433090165479833}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.0}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1b61315deaed1810ee8b5a3dd330fb46fad49027
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:37:46.361382+00:00",
+  "ended_at": "2026-05-19T15:37:59.129293+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_10e58905a124d212",
+    "problem_id": "v2p_m10_4254443331124f5c",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=dual_sim, measure_col=mobile_wt.",
+    "bindings": {
+      "group_col": "dual_sim",
+      "measure_col": "mobile_wt",
+      "item_col": "px_height",
+      "top_k": 12,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 170.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/2",
+      "binding_index=32"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_10e58905a124d212.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_10e58905a124d212",
+    "api_calls": 0,
+    "input_tokens": 15338,
+    "cached_input_tokens": 12032,
+    "output_tokens": 612,
+    "total_tokens": 15950,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12757.29,
+    "sql_execution_elapsed_ms_total": 6.0,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e656d1e536c988e013205c8df5b5e7eb2885cb2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:37:59.121772+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12757.29, "started_at": "2026-05-19T15:37:46.363568+00:00", "ended_at": "2026-05-19T15:37:59.120895+00:00", "prompt_metrics": {"chars": 10924, "bytes_utf8": 10924, "lines": 350, "estimated_tokens": null}, "response_metrics": {"chars": 672, "bytes_utf8": 672, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15338, "cached_input_tokens": 12032, "output_tokens": 612, "reasoning_output_tokens": 420}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"dual_sim\\\",\\n  CAST(\\\"px_height\\\" AS INTEGER) AS \\\"px_height\\\",\\n  SUM(CAST(\\\"mobile_wt\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"mobile_wt\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"mobile_wt\\\" AS REAL))) OVER (PARTITION BY \\\"dual_sim\\\") AS share_within_group\\nFROM \\\"m10\\\"\\nGROUP BY \\\"dual_sim\\\", CAST(\\\"px_height\\\" AS INTEGER)\\nORDER BY share_within_group DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"dual_sim\\\", item_col=\\\"px_height\\\", and measure_col=\\\"mobile_wt\\\". Cast text-stored numeric fields to INTEGER/REAL for SQLite aggregation semantics.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b945f9b28ace593179580070138b72dc2773c88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_10e58905a124d212",
+  "api_calls": 0,
+  "input_tokens": 15338,
+  "cached_input_tokens": 12032,
+  "output_tokens": 612,
+  "total_tokens": 15950,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 12757.29,
+  "sql_execution_elapsed_ms_total": 6.0,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10e58905a124d212/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..44305ed3ca51273a64e4c5176c7eb460cb324975
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=wifi, measure_col=m_dep.
+Result preview: [{"wifi": "0", "group_value": 502.9}, {"wifi": "1", "group_value": 500.6}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f2986c296aba5f07ca5e957f168a7bbb93b3e498
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_10f483ff9d7d2429
+-- problem_id: v2p_m10_d3c236348e9ab738
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "wifi", SUM(CAST("m_dep" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "wifi"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."wifi", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1748ef7ed9fcfa152cbf70d19b6010b1b7e21f52
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT \"wifi\", SUM(CAST(\"m_dep\" AS REAL)) AS group_value\n    FROM \"m10\"\n    GROUP BY \"wifi\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"wifi\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"wifi\\\", SUM(CAST(\\\"m_dep\\\" AS REAL)) AS group_value\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"wifi\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"wifi\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"wifi\", \"group_value\"], \"rows\": [{\"wifi\": \"0\", \"group_value\": 502.9}, {\"wifi\": \"1\", \"group_value\": 500.6}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.65}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c0ccbcb97e111693a0ff79746c432c74707db91a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:46:28.043334+00:00",
+  "ended_at": "2026-05-19T15:46:43.165580+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_10f483ff9d7d2429",
+    "problem_id": "v2p_m10_d3c236348e9ab738",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=wifi, measure_col=m_dep.",
+    "bindings": {
+      "group_col": "wifi",
+      "measure_col": "m_dep",
+      "top_k": 18,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.7,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=2/2",
+      "binding_index=73"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_10f483ff9d7d2429.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_10f483ff9d7d2429",
+    "api_calls": 0,
+    "input_tokens": 15350,
+    "cached_input_tokens": 12032,
+    "output_tokens": 389,
+    "total_tokens": 15739,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 15116.17,
+    "sql_execution_elapsed_ms_total": 1.65,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..616c320e656d1453e480558db5e67ade2dc13652
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:46:43.162174+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15116.17, "started_at": "2026-05-19T15:46:28.044744+00:00", "ended_at": "2026-05-19T15:46:43.160953+00:00", "prompt_metrics": {"chars": 11051, "bytes_utf8": 11051, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 611, "bytes_utf8": 611, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15350, "cached_input_tokens": 12032, "output_tokens": 389, "reasoning_output_tokens": 220}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"wifi\\\", SUM(CAST(\\\"m_dep\\\" AS REAL)) AS group_value\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"wifi\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"wifi\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the Relative-to-Total Extreme Threshold template with group_col=\\\"wifi\\\" and measure_col=\\\"m_dep\\\" on table \\\"m10\\\". Cast \\\"m_dep\\\" to REAL because the schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c6b6a30385a9290a24e2029bc679fa5bd3c7ca0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_10f483ff9d7d2429",
+  "api_calls": 0,
+  "input_tokens": 15350,
+  "cached_input_tokens": 12032,
+  "output_tokens": 389,
+  "total_tokens": 15739,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 15116.17,
+  "sql_execution_elapsed_ms_total": 1.65,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_10f483ff9d7d2429/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_115e551e0f0b1c16/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_115e551e0f0b1c16/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..165afb9db4fc459df8da30669cf1f9152b76638e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_115e551e0f0b1c16/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:37.453562+00:00",
+  "ended_at": "2026-05-19T16:08:44.581772+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_115e551e0f0b1c16",
+    "problem_id": "v2p_m10_5716c0bc58d88cd6",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=m_dep, measure_col=battery_power.",
+    "bindings": {
+      "group_col": "m_dep",
+      "measure_col": "battery_power",
+      "top_k": 15,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 1487.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=2/2",
+      "binding_index=140"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_115e551e0f0b1c16/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_115e551e0f0b1c16/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7d91f354bfecedefe250a3dbb3bb33d6770c20e8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_115e551e0f0b1c16/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:08:40.339634+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2883.48, "started_at": "2026-05-19T16:08:37.455351+00:00", "ended_at": "2026-05-19T16:08:40.338869+00:00", "prompt_metrics": {"chars": 10601, "bytes_utf8": 10601, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-0e4a-7d13-a779-9fc524da9466\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:08:44.581623+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3239.15, "started_at": "2026-05-19T16:08:41.341260+00:00", "ended_at": "2026-05-19T16:08:44.580454+00:00", "prompt_metrics": {"chars": 10601, "bytes_utf8": 10601, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-1d74-7633-92c1-5f5fd54c16cb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a234b0136e5ad4c1d6aae15144947737851a47ea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=clock_speed.
+Result preview: [{"empirical_cdf_at_threshold": 0.7525}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..541c6f89fc52312eaf3d424641335ea141cd0330
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/generated_sql.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_m10_12258b9956c95e37
+-- problem_id: v2p_m10_a40409cfd35e096f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("clock_speed" AS REAL) <= 2.2 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "m10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3cb9a41e7b2a180074d6f5b16392596e2e91590b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"clock_speed\" AS REAL) <= 2.2 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m10\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"clock_speed\\\" AS REAL) <= 2.2 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m10\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7525}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.63}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b0a470fbb4d3a7d3854169c9bcf57bd602f2471
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:02:57.066122+00:00",
+  "ended_at": "2026-05-19T16:03:05.790907+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_12258b9956c95e37",
+    "problem_id": "v2p_m10_a40409cfd35e096f",
+    "dataset_id": "m10",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=clock_speed.",
+    "bindings": {
+      "measure_col": "clock_speed",
+      "top_k": 13,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2.2,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1",
+      "binding_index=113"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_12258b9956c95e37.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_12258b9956c95e37",
+    "api_calls": 0,
+    "input_tokens": 15206,
+    "cached_input_tokens": 12032,
+    "output_tokens": 279,
+    "total_tokens": 15485,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8719.46,
+    "sql_execution_elapsed_ms_total": 0.63,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ce77864666165b1971ccc8163dad6aa837a04e0b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:03:05.788529+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8719.46, "started_at": "2026-05-19T16:02:57.068281+00:00", "ended_at": "2026-05-19T16:03:05.787774+00:00", "prompt_metrics": {"chars": 10451, "bytes_utf8": 10451, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15206, "cached_input_tokens": 12032, "output_tokens": 279, "reasoning_output_tokens": 170}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"clock_speed\\\" AS REAL) <= 2.2 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m10\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col=\\\"clock_speed\\\" and measure_threshold=2.2. CAST to REAL ensures correct numeric comparison because the column is stored as TEXT in the SQLite schema snapshot.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e1feffeee2b1c5f0de23192504cf27cd6a51ab03
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_12258b9956c95e37",
+  "api_calls": 0,
+  "input_tokens": 15206,
+  "cached_input_tokens": 12032,
+  "output_tokens": 279,
+  "total_tokens": 15485,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8719.46,
+  "sql_execution_elapsed_ms_total": 0.63,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_12258b9956c95e37/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d11aa73342b2d3f8b6f39f6af4e9dd52e4dc2875
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=blue.
+Result preview: [{"blue": "0", "row_count": 1010}, {"blue": "1", "row_count": 990}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0909949d8f45e81b4ca9aea681ad4666667ecb63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_m10_15257ddf85c4e420
+-- problem_id: v2p_m10_484055a5fd2524f4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "blue", COUNT(*) AS row_count
+FROM "m10"
+GROUP BY "blue"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b224a988b749ddcdc8b9289d5ea323c2e4cd9a80
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"blue\", COUNT(*) AS row_count\nFROM \"m10\"\nGROUP BY \"blue\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"blue\\\", COUNT(*) AS row_count\\nFROM \\\"m10\\\"\\nGROUP BY \\\"blue\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"blue\", \"row_count\"], \"rows\": [{\"blue\": \"0\", \"row_count\": 1010}, {\"blue\": \"1\", \"row_count\": 990}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.32}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d643431b1ab305bad0023229d30906f25e7aac39
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:32:38.924229+00:00",
+  "ended_at": "2026-05-19T15:32:48.039257+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_15257ddf85c4e420",
+    "problem_id": "v2p_m10_484055a5fd2524f4",
+    "dataset_id": "m10",
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "subgroup_size_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=blue.",
+    "bindings": {
+      "group_col": "blue",
+      "top_k": 10,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2.2,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/1",
+      "binding_index=15"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_15257ddf85c4e420.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_15257ddf85c4e420",
+    "api_calls": 0,
+    "input_tokens": 15188,
+    "cached_input_tokens": 14720,
+    "output_tokens": 164,
+    "total_tokens": 15352,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 9109.79,
+    "sql_execution_elapsed_ms_total": 1.32,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..df20434c2b120803a90efa617d26aee6ec34630e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:48.036121+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9109.79, "started_at": "2026-05-19T15:32:38.925227+00:00", "ended_at": "2026-05-19T15:32:48.035039+00:00", "prompt_metrics": {"chars": 10410, "bytes_utf8": 10410, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 273, "bytes_utf8": 273, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15188, "cached_input_tokens": 14720, "output_tokens": 164, "reasoning_output_tokens": 93}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"blue\\\", COUNT(*) AS row_count\\nFROM \\\"m10\\\"\\nGROUP BY \\\"blue\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col bound to \\\"blue\\\" to inspect subgroup size distribution.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..fcaaef1a55abed3ec45d6e2d6167ac9c39608e6d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_15257ddf85c4e420",
+  "api_calls": 0,
+  "input_tokens": 15188,
+  "cached_input_tokens": 14720,
+  "output_tokens": 164,
+  "total_tokens": 15352,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 9109.79,
+  "sql_execution_elapsed_ms_total": 1.32,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_15257ddf85c4e420/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ee2cdff268f6e2dd957e6bf2991296ce43b57ccf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "0.5", "support": 413, "support_share": 0.2065, "support_rank": 1}, {"value_label": "2.8", "support": 85, "support_share": 0.0425, "support_rank": 2}, {"value_label": "2.3", "support": 78, "support_share": 0.039, "support_rank": 3}, {"value_label": "1.6", "support": 76, "support_share": 0.038, "support_rank": 4}, {"value_label": "2.1", "support": 76, "support_share": 0.038, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..60a8b522c50dff378975eaea5f8e2636a67af4d2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_1f16c6b1d3faa5b3
+-- problem_id: v2p_m10_b269e595be78cfc3
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "clock_speed" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "clock_speed"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..74f2da5b5bbb73c021dba1b644f655884b635ac4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: m10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m10_1f16c6b1d3faa5b3\n-- problem_id: v2p_m10_b269e595be78cfc3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"clock_speed\" AS value_label, COUNT(*) AS support\n    FROM \"m10\"\n    GROUP BY \"clock_speed\"\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: m10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m10_1f16c6b1d3faa5b3\\n-- problem_id: v2p_m10_b269e595be78cfc3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"clock_speed\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"clock_speed\\\"\\n)\\nSELECT\\n    value_label,\\n    support,\\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0.5\", \"support\": 413, \"support_share\": 0.2065, \"support_rank\": 1}, {\"value_label\": \"2.8\", \"support\": 85, \"support_share\": 0.0425, \"support_rank\": 2}, {\"value_label\": \"2.3\", \"support\": 78, \"support_share\": 0.039, \"support_rank\": 3}, {\"value_label\": \"1.6\", \"support\": 76, \"support_share\": 0.038, \"support_rank\": 4}, {\"value_label\": \"2.1\", \"support\": 76, \"support_share\": 0.038, \"support_rank\": 5}, {\"value_label\": \"0.6\", \"support\": 74, \"support_share\": 0.037, \"support_rank\": 6}, {\"value_label\": \"2.5\", \"support\": 74, \"support_share\": 0.037, \"support_rank\": 7}, {\"value_label\": \"1.4\", \"support\": 70, \"support_share\": 0.035, \"support_rank\": 8}, {\"value_label\": \"1.3\", \"support\": 68, \"support_share\": 0.034, \"support_rank\": 9}, {\"value_label\": \"1.5\", \"support\": 67, \"support_share\": 0.0335, \"support_rank\": 10}, {\"value_label\": \"2.0\", \"support\": 67, \"support_share\": 0.0335, \"support_rank\": 11}, {\"value_label\": \"1.9\", \"support\": 65, \"support_share\": 0.0325, \"support_rank\": 12}, {\"value_label\": \"0.7\", \"support\": 64, \"support_share\": 0.032, \"support_rank\": 13}, {\"value_label\": \"1.8\", \"support\": 62, \"support_share\": 0.031, \"support_rank\": 14}, {\"value_label\": \"2.9\", \"support\": 62, \"support_share\": 0.031, \"support_rank\": 15}, {\"value_label\": \"1.0\", \"support\": 61, \"support_share\": 0.0305, \"support_rank\": 16}, {\"value_label\": \"1.7\", \"support\": 60, \"support_share\": 0.03, \"support_rank\": 17}, {\"value_label\": \"2.2\", \"support\": 59, \"support_share\": 0.0295, \"support_rank\": 18}, {\"value_label\": \"0.8\", \"support\": 58, \"support_share\": 0.029, \"support_rank\": 19}, {\"value_label\": \"0.9\", \"support\": 58, \"support_share\": 0.029, \"support_rank\": 20}, {\"value_label\": \"2.4\", \"support\": 58, \"support_share\": 0.029, \"support_rank\": 21}, {\"value_label\": \"1.2\", \"support\": 56, \"support_share\": 0.028, \"support_rank\": 22}, {\"value_label\": \"2.6\", \"support\": 55, \"support_share\": 0.0275, \"support_rank\": 23}, {\"value_label\": \"2.7\", \"support\": 55, \"support_share\": 0.0275, \"support_rank\": 24}, {\"value_label\": \"1.1\", \"support\": 51, \"support_share\": 0.0255, \"support_rank\": 25}, {\"value_label\": \"3.0\", \"support\": 28, \"support_share\": 0.014, \"support_rank\": 26}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.14}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e03c63cc745ed22af2e4a82ac3ceb409dd4cc21
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:44.616825+00:00",
+  "ended_at": "2026-05-19T16:08:44.618642+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_1f16c6b1d3faa5b3",
+    "problem_id": "v2p_m10_b269e595be78cfc3",
+    "dataset_id": "m10",
+    "template_id": "tpl_cardinality_support_rank_profile",
+    "template_name": "Cardinality Support Rank Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "value_imbalance_profile",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=clock_speed.",
+    "bindings": {
+      "group_col": "clock_speed"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=2",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1f16c6b1d3faa5b3.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_1f16c6b1d3faa5b3/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4340ac7d326c7a2b068d910a8d6168c01f644b2d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ram.
+Result preview: [{"ram": 3998.0}, {"ram": 3996.0}, {"ram": 3993.0}, {"ram": 3991.0}, {"ram": 3991.0}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..34ac4f280f3cf50e445ef9a20b7dcbe3c15c8798
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/generated_sql.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_m10_203ff8984f96cf28
+-- problem_id: v2p_m10_4255bbee4a038871
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT CAST("ram" AS REAL) AS "ram",
+           NTILE(10) OVER (ORDER BY CAST("ram" AS REAL) DESC) AS "tail_bucket"
+    FROM "m10"
+)
+SELECT "ram"
+FROM buckets
+WHERE "tail_bucket" = 1
+ORDER BY "ram" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fa6c6680a5491bfc8d32304d9f76de2be5ccde71
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n    SELECT CAST(\"ram\" AS REAL) AS \"ram\",\n           NTILE(10) OVER (ORDER BY CAST(\"ram\" AS REAL) DESC) AS \"tail_bucket\"\n    FROM \"m10\"\n)\nSELECT \"ram\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"ram\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT CAST(\\\"ram\\\" AS REAL) AS \\\"ram\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"ram\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"m10\\\"\\n)\\nSELECT \\\"ram\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"ram\\\" DESC;\", \"columns\": [\"ram\"], \"rows\": [{\"ram\": 3998.0}, {\"ram\": 3996.0}, {\"ram\": 3993.0}, {\"ram\": 3991.0}, {\"ram\": 3991.0}, {\"ram\": 3990.0}, {\"ram\": 3984.0}, {\"ram\": 3978.0}, {\"ram\": 3971.0}, {\"ram\": 3970.0}, {\"ram\": 3970.0}, {\"ram\": 3969.0}, {\"ram\": 3968.0}, {\"ram\": 3966.0}, {\"ram\": 3965.0}, {\"ram\": 3964.0}, {\"ram\": 3963.0}, {\"ram\": 3962.0}, {\"ram\": 3961.0}, {\"ram\": 3959.0}, {\"ram\": 3958.0}, {\"ram\": 3957.0}, {\"ram\": 3955.0}, {\"ram\": 3952.0}, {\"ram\": 3948.0}, {\"ram\": 3946.0}, {\"ram\": 3946.0}, {\"ram\": 3945.0}, {\"ram\": 3943.0}, {\"ram\": 3941.0}, {\"ram\": 3941.0}, {\"ram\": 3940.0}, {\"ram\": 3937.0}, {\"ram\": 3933.0}, {\"ram\": 3930.0}, {\"ram\": 3927.0}, {\"ram\": 3927.0}, {\"ram\": 3926.0}, {\"ram\": 3925.0}, {\"ram\": 3925.0}, {\"ram\": 3922.0}, {\"ram\": 3919.0}, {\"ram\": 3918.0}, {\"ram\": 3917.0}, {\"ram\": 3917.0}, {\"ram\": 3916.0}, {\"ram\": 3916.0}, {\"ram\": 3915.0}, {\"ram\": 3915.0}, {\"ram\": 3914.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.13}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f8a7f3a52a1c202c6a6ef8c5deaf5518468ed53
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:44:47.493555+00:00",
+  "ended_at": "2026-05-19T15:44:58.692919+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_203ff8984f96cf28",
+    "problem_id": "v2p_m10_4255bbee4a038871",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ram.",
+    "bindings": {
+      "measure_col": "ram",
+      "top_k": 10,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 3064.5,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1",
+      "binding_index=65"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_203ff8984f96cf28.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_203ff8984f96cf28",
+    "api_calls": 0,
+    "input_tokens": 15269,
+    "cached_input_tokens": 14720,
+    "output_tokens": 556,
+    "total_tokens": 15825,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11190.43,
+    "sql_execution_elapsed_ms_total": 5.13,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8c4d66903b4457fca67fd7af8987fb8ec998b120
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:44:58.686130+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11190.43, "started_at": "2026-05-19T15:44:47.494527+00:00", "ended_at": "2026-05-19T15:44:58.684980+00:00", "prompt_metrics": {"chars": 10672, "bytes_utf8": 10672, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15269, "cached_input_tokens": 14720, "output_tokens": 556, "reasoning_output_tokens": 425}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT CAST(\\\"ram\\\" AS REAL) AS \\\"ram\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"ram\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"m10\\\"\\n)\\nSELECT \\\"ram\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"ram\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template on \\\"ram\\\" with 10 tiles; CAST is used because the SQLite schema stores numeric values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..346837f2c8868cbfca3f7ee109bb0b293f14fff1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_203ff8984f96cf28",
+  "api_calls": 0,
+  "input_tokens": 15269,
+  "cached_input_tokens": 14720,
+  "output_tokens": 556,
+  "total_tokens": 15825,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 11190.43,
+  "sql_execution_elapsed_ms_total": 5.13,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_203ff8984f96cf28/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c6e05ac1a882d25aa2a4d67f3c795f3e8d92e38c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=touch_screen, measure_col=m_dep.
+Result preview: [{"touch_screen": "1", "percentile_measure": 1.0}, {"touch_screen": "0", "percentile_measure": 0.9}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..dcf65eaa64a57f6b146e17ea730ab109845990ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/generated_sql.sql
@@ -0,0 +1,67 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_25d795e351f80d2e
+-- problem_id: v2p_m10_e09e435ce30913b6
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "touch_screen",
+    CAST("m_dep" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "touch_screen"
+      ORDER BY CAST("m_dep" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "touch_screen"
+    ) AS "cnt"
+  FROM "m10"
+  WHERE "touch_screen" IS NOT NULL
+    AND "m_dep" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "touch_screen",
+    "cnt",
+    (0.95 * ("cnt" - 1)) + 1 AS "pos",
+    CAST((0.95 * ("cnt" - 1)) + 1 AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN ((0.95 * ("cnt" - 1)) + 1) = CAST((0.95 * ("cnt" - 1)) + 1 AS INTEGER)
+      THEN CAST((0.95 * ("cnt" - 1)) + 1 AS INTEGER)
+      ELSE CAST((0.95 * ("cnt" - 1)) + 1 AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "ranked"
+  WHERE "cnt" >= 5
+),
+"picked" AS (
+  SELECT
+    p."touch_screen",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn",
+    MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure" END) AS "lower_measure",
+    MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure" END) AS "upper_measure"
+  FROM "positions" AS p
+  JOIN "ranked" AS r
+    ON r."touch_screen" = p."touch_screen"
+  GROUP BY
+    p."touch_screen",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn"
+)
+SELECT
+  "touch_screen",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_measure"
+    ELSE "lower_measure" + ("pos" - "lower_rn") * ("upper_measure" - "lower_measure")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..572059e5032cc3244a83ff1b0028c00bd4d1dd71
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n  SELECT\n    \"touch_screen\",\n    CAST(\"m_dep\" AS REAL) AS \"measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"touch_screen\"\n      ORDER BY CAST(\"m_dep\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"touch_screen\"\n    ) AS \"cnt\"\n  FROM \"m10\"\n  WHERE \"touch_screen\" IS NOT NULL\n    AND \"m_dep\" IS NOT NULL\n),\n\"positions\" AS (\n  SELECT DISTINCT\n    \"touch_screen\",\n    \"cnt\",\n    (0.95 * (\"cnt\" - 1)) + 1 AS \"pos\",\n    CAST((0.95 * (\"cnt\" - 1)) + 1 AS INTEGER) AS \"lower_rn\",\n    CASE\n      WHEN ((0.95 * (\"cnt\" - 1)) + 1) = CAST((0.95 * (\"cnt\" - 1)) + 1 AS INTEGER)\n      THEN CAST((0.95 * (\"cnt\" - 1)) + 1 AS INTEGER)\n      ELSE CAST((0.95 * (\"cnt\" - 1)) + 1 AS INTEGER) + 1\n    END AS \"upper_rn\"\n  FROM \"ranked\"\n  WHERE \"cnt\" >= 5\n),\n\"picked\" AS (\n  SELECT\n    p.\"touch_screen\",\n    p.\"pos\",\n    p.\"lower_rn\",\n    p.\"upper_rn\",\n    MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"measure\" END) AS \"lower_measure\",\n    MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"measure\" END) AS \"upper_measure\"\n  FROM \"positions\" AS p\n  JOIN \"ranked\" AS r\n    ON r.\"touch_screen\" = p.\"touch_screen\"\n  GROUP BY\n    p.\"touch_screen\",\n    p.\"pos\",\n    p.\"lower_rn\",\n    p.\"upper_rn\"\n)\nSELECT\n  \"touch_screen\",\n  CASE\n    WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_measure\"\n    ELSE \"lower_measure\" + (\"pos\" - \"lower_rn\") * (\"upper_measure\" - \"lower_measure\")\n  END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"touch_screen\\\",\\n    CAST(\\\"m_dep\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"touch_screen\\\"\\n      ORDER BY CAST(\\\"m_dep\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"touch_screen\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"m10\\\"\\n  WHERE \\\"touch_screen\\\" IS NOT NULL\\n    AND \\\"m_dep\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n  SELECT DISTINCT\\n    \\\"touch_screen\\\",\\n    \\\"cnt\\\",\\n    (0.95 * (\\\"cnt\\\" - 1)) + 1 AS \\\"pos\\\",\\n    CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER) AS \\\"lower_rn\\\",\\n    CASE\\n      WHEN ((0.95 * (\\\"cnt\\\" - 1)) + 1) = CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER)\\n      THEN CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER)\\n      ELSE CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER) + 1\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"ranked\\\"\\n  WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    p.\\\"touch_screen\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\",\\n    MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"lower_measure\\\",\\n    MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"upper_measure\\\"\\n  FROM \\\"positions\\\" AS p\\n  JOIN \\\"ranked\\\" AS r\\n    ON r.\\\"touch_screen\\\" = p.\\\"touch_screen\\\"\\n  GROUP BY\\n    p.\\\"touch_screen\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\"\\n)\\nSELECT\\n  \\\"touch_screen\\\",\\n  CASE\\n    WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_measure\\\"\\n    ELSE \\\"lower_measure\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_measure\\\" - \\\"lower_measure\\\")\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"touch_screen\", \"percentile_measure\"], \"rows\": [{\"touch_screen\": \"1\", \"percentile_measure\": 1.0}, {\"touch_screen\": \"0\", \"percentile_measure\": 0.9}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.53}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..16930100cddc7aa1c553eb2470da5c29f05c6520
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:52:57.028016+00:00",
+  "ended_at": "2026-05-19T15:53:30.842284+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_25d795e351f80d2e",
+    "problem_id": "v2p_m10_e09e435ce30913b6",
+    "dataset_id": "m10",
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_concentration_consistency",
+    "intended_facet_id": "rare_target_concentration",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=touch_screen, measure_col=m_dep.",
+    "bindings": {
+      "group_col": "touch_screen",
+      "measure_col": "m_dep",
+      "top_k": 17,
+      "top_n": 7,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.7,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=2/2",
+      "binding_index=87"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_25d795e351f80d2e.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_25d795e351f80d2e",
+    "api_calls": 0,
+    "input_tokens": 15254,
+    "cached_input_tokens": 14720,
+    "output_tokens": 2494,
+    "total_tokens": 17748,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 33802.88,
+    "sql_execution_elapsed_ms_total": 7.53,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6ae67a7858cc79ad82584903477b7405dab2e5a6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:53:30.833106+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 33802.88, "started_at": "2026-05-19T15:52:57.029323+00:00", "ended_at": "2026-05-19T15:53:30.832237+00:00", "prompt_metrics": {"chars": 10692, "bytes_utf8": 10692, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 2020, "bytes_utf8": 2020, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15254, "cached_input_tokens": 14720, "output_tokens": 2494, "reasoning_output_tokens": 1839}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"touch_screen\\\",\\n    CAST(\\\"m_dep\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"touch_screen\\\"\\n      ORDER BY CAST(\\\"m_dep\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"touch_screen\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"m10\\\"\\n  WHERE \\\"touch_screen\\\" IS NOT NULL\\n    AND \\\"m_dep\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n  SELECT DISTINCT\\n    \\\"touch_screen\\\",\\n    \\\"cnt\\\",\\n    (0.95 * (\\\"cnt\\\" - 1)) + 1 AS \\\"pos\\\",\\n    CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER) AS \\\"lower_rn\\\",\\n    CASE\\n      WHEN ((0.95 * (\\\"cnt\\\" - 1)) + 1) = CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER)\\n      THEN CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER)\\n      ELSE CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER) + 1\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"ranked\\\"\\n  WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    p.\\\"touch_screen\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n   "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..67e4347de769494e834e5c5445dc5d5931bfc916
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_25d795e351f80d2e",
+  "api_calls": 0,
+  "input_tokens": 15254,
+  "cached_input_tokens": 14720,
+  "output_tokens": 2494,
+  "total_tokens": 17748,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 33802.88,
+  "sql_execution_elapsed_ms_total": 7.53,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_25d795e351f80d2e/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02b5c43aecd7b9b9d014d853a81a0b0204a0148c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=pc, condition_col=wifi.
+Result preview: [{"pc": "0", "condition_rate": 0.5742574257425742}, {"pc": "6", "condition_rate": 0.5684210526315789}, {"pc": "1", "condition_rate": 0.5576923076923077}, {"pc": "12", "condition_rate": 0.5444444444444444}, {"pc": "8", "condition_rate": 0.5393258426966292}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..734670e49b26a63f9e13b1839539583621cc4291
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_28400ee68205a60b
+-- problem_id: v2p_m10_2bbc8a39df1c5b0c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "pc",
+       AVG(CASE WHEN "wifi" = '0' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "m10"
+GROUP BY "pc"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..63ee57606345a57b636a4117c7bf297fd46ea05b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"pc\",\n       AVG(CASE WHEN \"wifi\" = '0' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m10\"\nGROUP BY \"pc\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"pc\\\",\\n       AVG(CASE WHEN \\\"wifi\\\" = '0' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m10\\\"\\nGROUP BY \\\"pc\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"pc\", \"condition_rate\"], \"rows\": [{\"pc\": \"0\", \"condition_rate\": 0.5742574257425742}, {\"pc\": \"6\", \"condition_rate\": 0.5684210526315789}, {\"pc\": \"1\", \"condition_rate\": 0.5576923076923077}, {\"pc\": \"12\", \"condition_rate\": 0.5444444444444444}, {\"pc\": \"8\", \"condition_rate\": 0.5393258426966292}, {\"pc\": \"17\", \"condition_rate\": 0.5252525252525253}, {\"pc\": \"14\", \"condition_rate\": 0.5192307692307693}, {\"pc\": \"11\", \"condition_rate\": 0.5189873417721519}, {\"pc\": \"20\", \"condition_rate\": 0.5181818181818182}, {\"pc\": \"19\", \"condition_rate\": 0.5060240963855421}, {\"pc\": \"16\", \"condition_rate\": 0.5}, {\"pc\": \"4\", \"condition_rate\": 0.47368421052631576}, {\"pc\": \"2\", \"condition_rate\": 0.46464646464646464}, {\"pc\": \"13\", \"condition_rate\": 0.4588235294117647}, {\"pc\": \"15\", \"condition_rate\": 0.45652173913043476}, {\"pc\": \"18\", \"condition_rate\": 0.45121951219512196}, {\"pc\": \"7\", \"condition_rate\": 0.44537815126050423}, {\"pc\": \"5\", \"condition_rate\": 0.4406779661016949}, {\"pc\": \"10\", \"condition_rate\": 0.4344262295081967}, {\"pc\": \"3\", \"condition_rate\": 0.43010752688172044}, {\"pc\": \"9\", \"condition_rate\": 0.42857142857142855}], \"row_count_returned\": 21, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.81}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7148276cc2fe4f0f103f5f96e1bbf11c9f91fb8b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:59:48.346647+00:00",
+  "ended_at": "2026-05-19T16:00:00.093064+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_28400ee68205a60b",
+    "problem_id": "v2p_m10_2bbc8a39df1c5b0c",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=pc, condition_col=wifi.",
+    "bindings": {
+      "group_col": "pc",
+      "condition_col": "wifi",
+      "condition_value": "0",
+      "positive_value": "1",
+      "negative_value": "0",
+      "top_k": 17,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2.25,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=2/2",
+      "binding_index=97"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_28400ee68205a60b.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_28400ee68205a60b",
+    "api_calls": 0,
+    "input_tokens": 15275,
+    "cached_input_tokens": 14720,
+    "output_tokens": 369,
+    "total_tokens": 15644,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11739.01,
+    "sql_execution_elapsed_ms_total": 2.81,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..17714e14e07a5f19be6e34bf3779b0332dbd12d7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:00:00.088838+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11739.01, "started_at": "2026-05-19T15:59:48.349039+00:00", "ended_at": "2026-05-19T16:00:00.088092+00:00", "prompt_metrics": {"chars": 10733, "bytes_utf8": 10733, "lines": 351, "estimated_tokens": null}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15275, "cached_input_tokens": 14720, "output_tokens": 369, "reasoning_output_tokens": 263}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"pc\\\",\\n       AVG(CASE WHEN \\\"wifi\\\" = '0' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m10\\\"\\nGROUP BY \\\"pc\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"pc\\\" and condition_col=\\\"wifi\\\", measuring the within-group proportion where wifi = '0'.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b8be0f794f9ac0710e88f4d833047ea7469bd6b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_28400ee68205a60b",
+  "api_calls": 0,
+  "input_tokens": 15275,
+  "cached_input_tokens": 14720,
+  "output_tokens": 369,
+  "total_tokens": 15644,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 11739.01,
+  "sql_execution_elapsed_ms_total": 2.81,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_28400ee68205a60b/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15fd99cc5d8467971de6fc24d633e7d468ed313a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=dual_sim.
+Result preview: [{"dual_sim": "1", "row_count": 1019}, {"dual_sim": "0", "row_count": 981}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fa1a8a2d9cd13de636fa66300ac33f49fa0cd741
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_m10_288ed2f25c28c057
+-- problem_id: v2p_m10_439490f1c19d5705
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "dual_sim", COUNT(*) AS row_count
+FROM "m10"
+GROUP BY "dual_sim"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c7da4d8f0392e0d1c231928c7d8c35604377e39f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"dual_sim\", COUNT(*) AS row_count\nFROM \"m10\"\nGROUP BY \"dual_sim\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"dual_sim\\\", COUNT(*) AS row_count\\nFROM \\\"m10\\\"\\nGROUP BY \\\"dual_sim\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"dual_sim\", \"row_count\"], \"rows\": [{\"dual_sim\": \"1\", \"row_count\": 1019}, {\"dual_sim\": \"0\", \"row_count\": 981}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.98}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..52bc39db80af43c0e1cfc7c9a6c7566275a835a0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:32:55.156265+00:00",
+  "ended_at": "2026-05-19T15:33:04.992647+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_288ed2f25c28c057",
+    "problem_id": "v2p_m10_439490f1c19d5705",
+    "dataset_id": "m10",
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "subgroup_size_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=dual_sim.",
+    "bindings": {
+      "group_col": "dual_sim",
+      "top_k": 12,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.8,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1",
+      "binding_index=17"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_288ed2f25c28c057.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_288ed2f25c28c057",
+    "api_calls": 0,
+    "input_tokens": 15190,
+    "cached_input_tokens": 12032,
+    "output_tokens": 198,
+    "total_tokens": 15388,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 9831.74,
+    "sql_execution_elapsed_ms_total": 0.98,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..10e01b7ca3afee1ad61c709399a23e47b139fed1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:33:04.990355+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9831.74, "started_at": "2026-05-19T15:32:55.157783+00:00", "ended_at": "2026-05-19T15:33:04.989548+00:00", "prompt_metrics": {"chars": 10418, "bytes_utf8": 10418, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 273, "bytes_utf8": 273, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15190, "cached_input_tokens": 12032, "output_tokens": 198, "reasoning_output_tokens": 125}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"dual_sim\\\", COUNT(*) AS row_count\\nFROM \\\"m10\\\"\\nGROUP BY \\\"dual_sim\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applies the grouped count template to measure the row-count distribution across \\\"dual_sim\\\" subgroups.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a95740be77d8e9423b272dd40caab563cc7e3d6f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_288ed2f25c28c057",
+  "api_calls": 0,
+  "input_tokens": 15190,
+  "cached_input_tokens": 12032,
+  "output_tokens": 198,
+  "total_tokens": 15388,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 9831.74,
+  "sql_execution_elapsed_ms_total": 0.98,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_288ed2f25c28c057/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f77bf693f2039a6614b3cee546f8e7b84b5ecf69
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=talk_time.
+Result preview: [{"talk_time": 20.0}, {"talk_time": 20.0}, {"talk_time": 20.0}, {"talk_time": 20.0}, {"talk_time": 20.0}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9edc9eb2e6a35baf44454ab54bf0fb5b61838af2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/generated_sql.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_m10_29baa89b18950e14
+-- problem_id: v2p_m10_0574786d48d16bb5
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+    SELECT
+        CAST("talk_time" AS REAL) AS "talk_time",
+        NTILE(10) OVER (ORDER BY CAST("talk_time" AS REAL) DESC) AS "tail_bucket"
+    FROM "m10"
+)
+SELECT "talk_time"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY "talk_time" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3f47c2ea55dd4e92c1eeff93d4d510ad2a15
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n    SELECT\n        CAST(\"talk_time\" AS REAL) AS \"talk_time\",\n        NTILE(10) OVER (ORDER BY CAST(\"talk_time\" AS REAL) DESC) AS \"tail_bucket\"\n    FROM \"m10\"\n)\nSELECT \"talk_time\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"talk_time\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n    SELECT\\n        CAST(\\\"talk_time\\\" AS REAL) AS \\\"talk_time\\\",\\n        NTILE(10) OVER (ORDER BY CAST(\\\"talk_time\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"m10\\\"\\n)\\nSELECT \\\"talk_time\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"talk_time\\\" DESC;\", \"columns\": [\"talk_time\"], \"rows\": [{\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}, {\"talk_time\": 20.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.13}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f5c13dfb6d7be01df191666d688efca39f7a3c5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:45:39.688316+00:00",
+  "ended_at": "2026-05-19T15:45:51.297593+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_29baa89b18950e14",
+    "problem_id": "v2p_m10_0574786d48d16bb5",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=talk_time.",
+    "bindings": {
+      "measure_col": "talk_time",
+      "top_k": 13,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 16.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/1",
+      "binding_index=68"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_29baa89b18950e14.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_29baa89b18950e14",
+    "api_calls": 0,
+    "input_tokens": 15270,
+    "cached_input_tokens": 14720,
+    "output_tokens": 502,
+    "total_tokens": 15772,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11602.65,
+    "sql_execution_elapsed_ms_total": 3.13,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..53633e784e563e5b62a49e473e680d03438c1356
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:45:51.293177+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11602.65, "started_at": "2026-05-19T15:45:39.689768+00:00", "ended_at": "2026-05-19T15:45:51.292443+00:00", "prompt_metrics": {"chars": 10683, "bytes_utf8": 10683, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 545, "bytes_utf8": 545, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15270, "cached_input_tokens": 14720, "output_tokens": 502, "reasoning_output_tokens": 349}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n    SELECT\\n        CAST(\\\"talk_time\\\" AS REAL) AS \\\"talk_time\\\",\\n        NTILE(10) OVER (ORDER BY CAST(\\\"talk_time\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"m10\\\"\\n)\\nSELECT \\\"talk_time\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"talk_time\\\" DESC;\",\"notes\":\"Uses the planned Quantile Tail Slice template with measure_col bound to \\\"talk_time\\\" and num_tiles=10. CAST is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd3c8f4cafce1654883aa6f0845ffa61a4b727cc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_29baa89b18950e14",
+  "api_calls": 0,
+  "input_tokens": 15270,
+  "cached_input_tokens": 14720,
+  "output_tokens": 502,
+  "total_tokens": 15772,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 11602.65,
+  "sql_execution_elapsed_ms_total": 3.13,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_29baa89b18950e14/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9553707eaf6eceafea84b1f5d38d78e5e05224d2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=dual_sim.
+Result preview: [{"dual_sim": "0", "support": 981}, {"dual_sim": "1", "support": 1019}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a484754e8ccf59ac926cc3b8b503eb59e0526b17
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/generated_sql.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_m10_2a1b2ee34afa14d1
+-- problem_id: v2p_m10_12f07e6a04d944e1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "dual_sim",
+    COUNT(*) AS support
+FROM "m10"
+GROUP BY "dual_sim"
+ORDER BY support ASC, "dual_sim"
+LIMIT 17;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c9d093fbc6a89feeb98f815d9286a6f34ff70ab8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"dual_sim\",\n    COUNT(*) AS support\nFROM \"m10\"\nGROUP BY \"dual_sim\"\nORDER BY support ASC, \"dual_sim\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"dual_sim\\\",\\n    COUNT(*) AS support\\nFROM \\\"m10\\\"\\nGROUP BY \\\"dual_sim\\\"\\nORDER BY support ASC, \\\"dual_sim\\\"\\nLIMIT 17;\", \"columns\": [\"dual_sim\", \"support\"], \"rows\": [{\"dual_sim\": \"0\", \"support\": 981}, {\"dual_sim\": \"1\", \"support\": 1019}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.22}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7286a690576ca75acafb2e7148abd2d01ece24d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:04:12.066412+00:00",
+  "ended_at": "2026-05-19T16:04:22.110152+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_2a1b2ee34afa14d1",
+    "problem_id": "v2p_m10_12f07e6a04d944e1",
+    "dataset_id": "m10",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=dual_sim.",
+    "bindings": {
+      "group_col": "dual_sim",
+      "top_k": 17,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 16.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=2/2",
+      "binding_index=122"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2a1b2ee34afa14d1.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_2a1b2ee34afa14d1",
+    "api_calls": 0,
+    "input_tokens": 15226,
+    "cached_input_tokens": 14720,
+    "output_tokens": 214,
+    "total_tokens": 15440,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10035.82,
+    "sql_execution_elapsed_ms_total": 2.22,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a79ba83d1180978928d2a3be99530588e5e77d68
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:04:22.105094+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10035.82, "started_at": "2026-05-19T16:04:12.067738+00:00", "ended_at": "2026-05-19T16:04:22.103599+00:00", "prompt_metrics": {"chars": 10501, "bytes_utf8": 10501, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15226, "cached_input_tokens": 14720, "output_tokens": 214, "reasoning_output_tokens": 116}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"dual_sim\\\",\\n    COUNT(*) AS support\\nFROM \\\"m10\\\"\\nGROUP BY \\\"dual_sim\\\"\\nORDER BY support ASC, \\\"dual_sim\\\"\\nLIMIT 17;\",\"notes\":\"Applies the Low-Support Group Count template using group_col=\\\"dual_sim\\\" to count records per dual_sim value and surface the least-supported groups first.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..adce17ce5b6f44ca24eeff83ba512051cfa1d536
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_2a1b2ee34afa14d1",
+  "api_calls": 0,
+  "input_tokens": 15226,
+  "cached_input_tokens": 14720,
+  "output_tokens": 214,
+  "total_tokens": 15440,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10035.82,
+  "sql_execution_elapsed_ms_total": 2.22,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2a1b2ee34afa14d1/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2ad1521066fe3f5e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2ad1521066fe3f5e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a72b34f042840dd6c59f933d0e2370756d0637de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2ad1521066fe3f5e/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:07:31.663696+00:00",
+  "ended_at": "2026-05-19T16:07:39.683098+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_2ad1521066fe3f5e",
+    "problem_id": "v2p_m10_a495c1477516f041",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=dual_sim, measure_col=sc_w.",
+    "bindings": {
+      "group_col": "dual_sim",
+      "measure_col": "sc_w",
+      "top_k": 12,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 9.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/2",
+      "binding_index=137"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2ad1521066fe3f5e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2ad1521066fe3f5e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..56b202c1436db117f82e07a36063949650a7df93
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2ad1521066fe3f5e/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:07:35.543840+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3878.1, "started_at": "2026-05-19T16:07:31.664841+00:00", "ended_at": "2026-05-19T16:07:35.542973+00:00", "prompt_metrics": {"chars": 10582, "bytes_utf8": 10582, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-0d59-7ca1-8421-780fbea78e14\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:07:39.682977+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3137.5, "started_at": "2026-05-19T16:07:36.544747+00:00", "ended_at": "2026-05-19T16:07:39.682280+00:00", "prompt_metrics": {"chars": 10582, "bytes_utf8": 10582, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-2052-72d2-97f7-f9b2c67b9ce5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..25c4d0d7223a594a163b209b384fc2b82f41e67f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"px_width": "1247", "support": 7, "avg_response": 2.0}, {"px_width": "874", "support": 7, "avg_response": 0.2857142857142857}, {"px_width": "1463", "support": 6, "avg_response": 6.833333333333333}, {"px_width": "1469", "support": 6, "avg_response": 4.5}, {"px_width": "1383", "support": 6, "avg_response": 4.166666666666667}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3b437895b0bf5ebf46e8f177a25c66e3b414626e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_2c4e56ef9b80be3b
+-- problem_id: v2p_m10_2312c8403d465c2f
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "px_width",
+    COUNT(*) AS support,
+    AVG("fc") AS avg_response
+FROM "m10"
+GROUP BY "px_width"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d0c63d703ae595d27c093530139217428933253b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: m10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m10_2c4e56ef9b80be3b\n-- problem_id: v2p_m10_2312c8403d465c2f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"px_width\",\n    COUNT(*) AS support,\n    AVG(\"fc\") AS avg_response\nFROM \"m10\"\nGROUP BY \"px_width\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: m10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m10_2c4e56ef9b80be3b\\n-- problem_id: v2p_m10_2312c8403d465c2f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"px_width\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"fc\\\") AS avg_response\\nFROM \\\"m10\\\"\\nGROUP BY \\\"px_width\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"px_width\", \"support\", \"avg_response\"], \"rows\": [{\"px_width\": \"1247\", \"support\": 7, \"avg_response\": 2.0}, {\"px_width\": \"874\", \"support\": 7, \"avg_response\": 0.2857142857142857}, {\"px_width\": \"1463\", \"support\": 6, \"avg_response\": 6.833333333333333}, {\"px_width\": \"1469\", \"support\": 6, \"avg_response\": 4.5}, {\"px_width\": \"1383\", \"support\": 6, \"avg_response\": 4.166666666666667}, {\"px_width\": \"1552\", \"support\": 5, \"avg_response\": 7.6}, {\"px_width\": \"1234\", \"support\": 5, \"avg_response\": 7.4}, {\"px_width\": \"1726\", \"support\": 5, \"avg_response\": 6.8}, {\"px_width\": \"679\", \"support\": 5, \"avg_response\": 6.6}, {\"px_width\": \"1079\", \"support\": 5, \"avg_response\": 6.4}, {\"px_width\": \"1263\", \"support\": 5, \"avg_response\": 6.2}, {\"px_width\": \"1767\", \"support\": 5, \"avg_response\": 6.0}, {\"px_width\": \"1393\", \"support\": 5, \"avg_response\": 5.4}, {\"px_width\": \"1564\", \"support\": 5, \"avg_response\": 5.4}, {\"px_width\": \"1429\", \"support\": 5, \"avg_response\": 4.6}, {\"px_width\": \"519\", \"support\": 5, \"avg_response\": 4.2}, {\"px_width\": \"1963\", \"support\": 5, \"avg_response\": 3.0}, {\"px_width\": \"1988\", \"support\": 5, \"avg_response\": 3.0}, {\"px_width\": \"1781\", \"support\": 5, \"avg_response\": 0.6}, {\"px_width\": \"1923\", \"support\": 5, \"avg_response\": 0.6}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.34}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3fdc5b28debe0e7b77e105114edbd20f9d4ec3db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:44.662439+00:00",
+  "ended_at": "2026-05-19T16:08:44.664410+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_2c4e56ef9b80be3b",
+    "problem_id": "v2p_m10_2312c8403d465c2f",
+    "dataset_id": "m10",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fc, key_col=px_width.",
+    "bindings": {
+      "key_col": "px_width",
+      "measure_col": "fc",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=11",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 11,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2c4e56ef9b80be3b.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2c4e56ef9b80be3b/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4acb0c497f45fba7304ffd657c42d46950c58c9e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sc_w, measure_col=sc_h.
+Result preview: [{"sc_w": "18", "px_width": "1195", "total_measure": 19.0, "share_within_group": 12.5}, {"sc_w": "18", "px_width": "1469", "total_measure": 19.0, "share_within_group": 12.5}, {"sc_w": "18", "px_width": "1477", "total_measure": 19.0, "share_within_group": 12.5}, {"sc_w": "18", "px_width": "1496", "total_measure": 19.0, "share_within_group": 12.5}, {"sc_w": "18", "px_width": "1809", "total_measure": 19.0, "share_within_group": 12.5}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e4e8c3bce11b7f39b5f4856c6c834f8064b2c702
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_2eb3ee51de761fe6
+-- problem_id: v2p_m10_ca45024341edaf0b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "sc_w", "px_width",
+       SUM(CAST("sc_h" AS REAL)) AS total_measure,
+       SUM(CAST("sc_h" AS REAL)) * 100.0 / SUM(SUM(CAST("sc_h" AS REAL))) OVER (PARTITION BY "sc_w") AS share_within_group
+FROM "m10"
+GROUP BY "sc_w", "px_width"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..eb367e5680776046ac106dfc100973cf8041059c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"sc_w\", \"px_width\",\n       SUM(CAST(\"sc_h\" AS REAL)) AS total_measure,\n       SUM(CAST(\"sc_h\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"sc_h\" AS REAL))) OVER (PARTITION BY \"sc_w\") AS share_within_group\nFROM \"m10\"\nGROUP BY \"sc_w\", \"px_width\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"sc_w\\\", \\\"px_width\\\",\\n       SUM(CAST(\\\"sc_h\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"sc_h\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"sc_h\\\" AS REAL))) OVER (PARTITION BY \\\"sc_w\\\") AS share_within_group\\nFROM \\\"m10\\\"\\nGROUP BY \\\"sc_w\\\", \\\"px_width\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"sc_w\", \"px_width\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"sc_w\": \"18\", \"px_width\": \"1195\", \"total_measure\": 19.0, \"share_within_group\": 12.5}, {\"sc_w\": \"18\", \"px_width\": \"1469\", \"total_measure\": 19.0, \"share_within_group\": 12.5}, {\"sc_w\": \"18\", \"px_width\": \"1477\", \"total_measure\": 19.0, \"share_within_group\": 12.5}, {\"sc_w\": \"18\", \"px_width\": \"1496\", \"total_measure\": 19.0, \"share_within_group\": 12.5}, {\"sc_w\": \"18\", \"px_width\": \"1809\", \"total_measure\": 19.0, \"share_within_group\": 12.5}, {\"sc_w\": \"18\", \"px_width\": \"726\", \"total_measure\": 19.0, \"share_within_group\": 12.5}, {\"sc_w\": \"18\", \"px_width\": \"807\", \"total_measure\": 19.0, \"share_within_group\": 12.5}, {\"sc_w\": \"18\", \"px_width\": \"982\", \"total_measure\": 19.0, \"share_within_group\": 12.5}, {\"sc_w\": \"17\", \"px_width\": \"1042\", \"total_measure\": 19.0, \"share_within_group\": 5.3977272727272725}, {\"sc_w\": \"17\", \"px_width\": \"1046\", \"total_measure\": 19.0, \"share_within_group\": 5.3977272727272725}, {\"sc_w\": \"17\", \"px_width\": \"1299\", \"total_measure\": 19.0, \"share_within_group\": 5.3977272727272725}, {\"sc_w\": \"17\", \"px_width\": \"1364\", \"total_measure\": 19.0, \"share_within_group\": 5.3977272727272725}, {\"sc_w\": \"17\", \"px_width\": \"1463\", \"total_measure\": 19.0, \"share_within_group\": 5.3977272727272725}, {\"sc_w\": \"17\", \"px_width\": \"1613\", \"total_measure\": 19.0, \"share_within_group\": 5.3977272727272725}, {\"sc_w\": \"17\", \"px_width\": \"1846\", \"total_measure\": 19.0, \"share_within_group\": 5.3977272727272725}, {\"sc_w\": \"17\", \"px_width\": \"1990\", \"total_measure\": 19.0, \"share_within_group\": 5.3977272727272725}, {\"sc_w\": \"17\", \"px_width\": \"642\", \"total_measure\": 19.0, \"share_within_group\": 5.3977272727272725}, {\"sc_w\": \"17\", \"px_width\": \"986\", \"total_measure\": 19.0, \"share_within_group\": 5.3977272727272725}, {\"sc_w\": \"17\", \"px_width\": \"1131\", \"total_measure\": 18.0, \"share_within_group\": 5.113636363636363}, {\"sc_w\": \"17\", \"px_width\": \"1460\", \"total_measure\": 18.0, \"share_within_group\": 5.113636363636363}, {\"sc_w\": \"17\", \"px_width\": \"1523\", \"total_measure\": 18.0, \"share_within_group\": 5.113636363636363}, {\"sc_w\": \"17\", \"px_width\": \"1570\", \"total_measure\": 18.0, \"share_within_group\": 5.113636363636363}, {\"sc_w\": \"17\", \"px_width\": \"1684\", \"total_measure\": 18.0, \"share_within_group\": 5.113636363636363}, {\"sc_w\": \"17\", \"px_width\": \"1800\", \"total_measure\": 18.0, \"share_within_group\": 5.113636363636363}, {\"sc_w\": \"17\", \"px_width\": \"1963\", \"total_measure\": 18.0, \"share_within_group\": 5.113636363636363}, {\"sc_w\": \"17\", \"px_width\": \"583\", \"total_measure\": 18.0, \"share_within_group\": 5.113636363636363}, {\"sc_w\": \"17\", \"px_width\": \"970\", \"total_measure\": 18.0, \"share_within_group\": 5.113636363636363}, {\"sc_w\": \"16\", \"px_width\": \"1226\", \"total_measure\": 19.0, \"share_within_group\": 3.732809430255403}, {\"sc_w\": \"16\", \"px_width\": \"1318\", \"total_measure\": 19.0, \"share_within_group\": 3.732809430255403}, {\"sc_w\": \"16\", \"px_width\": \"1345\", \"total_measure\": 19.0, \"share_within_group\": 3.732809430255403}, {\"sc_w\": \"16\", \"px_width\": \"1638\", \"total_measure\": 19.0, \"share_within_group\": 3.732809430255403}, {\"sc_w\": \"16\", \"px_width\": \"1899\", \"total_measure\": 19.0, \"share_within_group\": 3.732809430255403}, {\"sc_w\": \"16\", \"px_width\": \"1301\", \"total_measure\": 18.0, \"share_within_group\": 3.536345776031434}, {\"sc_w\": \"16\", \"px_width\": \"1442\", \"total_measure\": 18.0, \"share_within_group\": 3.536345776031434}, {\"sc_w\": \"16\", \"px_width\": \"1645\", \"total_measure\": 18.0, \"share_within_group\": 3.536345776031434}, {\"sc_w\": \"16\", \"px_width\": \"1651\", \"total_measure\": 18.0, \"share_within_group\": 3.536345776031434}, {\"sc_w\": \"16\", \"px_width\": \"1798\", \"total_measure\": 18.0, \"share_within_group\": 3.536345776031434}, {\"sc_w\": \"16\", \"px_width\": \"828\", \"total_measure\": 18.0, \"share_within_group\": 3.536345776031434}, {\"sc_w\": \"15\", \"px_width\": \"1052\", \"total_measure\": 19.0, \"share_within_group\": 3.5250463821892395}, {\"sc_w\": \"15\", \"px_width\": \"1055\", \"total_measure\": 19.0, \"share_within_group\": 3.5250463821892395}, {\"sc_w\": \"15\", \"px_width\": \"1247\", \"total_measure\": 19.0, \"share_within_group\": 3.5250463821892395}, {\"sc_w\": \"15\", \"px_width\": \"1414\", \"total_measure\": 19.0, \"share_within_group\": 3.5250463821892395}, {\"sc_w\": \"15\", \"px_width\": \"1478\", \"total_measure\": 19.0, \"share_within_group\": 3.5250463821892395}, {\"sc_w\": \"15\", \"px_width\": \"853\", \"total_measure\": 19.0, \"share_within_group\": 3.5250463821892395}, {\"sc_w\": \"14\", \"px_width\": \"1010\", \"total_measure\": 19.0, \"share_within_group\": 3.4111310592459607}, {\"sc_w\": \"14\", \"px_width\": \"1915\", \"total_measure\": 19.0, \"share_within_group\": 3.4111310592459607}, {\"sc_w\": \"14\", \"px_width\": \"1952\", \"total_measure\": 19.0, \"share_within_group\": 3.4111310592459607}, {\"sc_w\": \"14\", \"px_width\": \"902\", \"total_measure\": 19.0, \"share_within_group\": 3.4111310592459607}, {\"sc_w\": \"16\", \"px_width\": \"1028\", \"total_measure\": 17.0, \"share_within_group\": 3.3398821218074657}, {\"sc_w\": \"16\", \"px_width\": \"1232\", \"total_measure\": 17.0, \"share_within_group\": 3.3398821218074657}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.85}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d61806d81bc7124cc3fd6c4c493dcb0186f2664
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:33:52.508364+00:00",
+  "ended_at": "2026-05-19T15:34:07.346735+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_2eb3ee51de761fe6",
+    "problem_id": "v2p_m10_ca45024341edaf0b",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sc_w, measure_col=sc_h.",
+    "bindings": {
+      "group_col": "sc_w",
+      "measure_col": "sc_h",
+      "item_col": "px_width",
+      "top_k": 19,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 15.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=2/2",
+      "binding_index=24"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2eb3ee51de761fe6.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_2eb3ee51de761fe6",
+    "api_calls": 0,
+    "input_tokens": 15333,
+    "cached_input_tokens": 12032,
+    "output_tokens": 679,
+    "total_tokens": 16012,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 14826.76,
+    "sql_execution_elapsed_ms_total": 6.85,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3eb5931b314ea695c2b90d9acf9add6f2b7f045d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:34:07.338294+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14826.76, "started_at": "2026-05-19T15:33:52.510614+00:00", "ended_at": "2026-05-19T15:34:07.337410+00:00", "prompt_metrics": {"chars": 10901, "bytes_utf8": 10901, "lines": 350, "estimated_tokens": null}, "response_metrics": {"chars": 538, "bytes_utf8": 538, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15333, "cached_input_tokens": 12032, "output_tokens": 679, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"sc_w\\\", \\\"px_width\\\",\\n       SUM(CAST(\\\"sc_h\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"sc_h\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"sc_h\\\" AS REAL))) OVER (PARTITION BY \\\"sc_w\\\") AS share_within_group\\nFROM \\\"m10\\\"\\nGROUP BY \\\"sc_w\\\", \\\"px_width\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the required template with group_col=\\\"sc_w\\\", item_col=\\\"px_width\\\", and measure_col=\\\"sc_h\\\". \\\"sc_h\\\" is cast to REAL because the schema stores numeric fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..93b1f48aa44c6a6c2277aef3e01fd6085b60a2b1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_2eb3ee51de761fe6",
+  "api_calls": 0,
+  "input_tokens": 15333,
+  "cached_input_tokens": 12032,
+  "output_tokens": 679,
+  "total_tokens": 16012,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 14826.76,
+  "sql_execution_elapsed_ms_total": 6.85,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2eb3ee51de761fe6/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd6e864b9299a3592cb78f5260a2870318ce99fa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "1", "support": 1006, "support_share": 0.503, "cumulative_support": 1006}, {"value_label": "0", "support": 994, "support_share": 0.497, "cumulative_support": 2000}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..409ac63dfa3b3ece705f17c84df0a6c8f36354f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_2f76802b4067410f
+-- problem_id: v2p_m10_c4073eee2db1858c
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "touch_screen" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "touch_screen"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d40688fa5fd654c1be3da7d2f170ca85a626ca1d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: m10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m10_2f76802b4067410f\n-- problem_id: v2p_m10_c4073eee2db1858c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"touch_screen\" AS value_label, COUNT(*) AS support\n    FROM \"m10\"\n    GROUP BY \"touch_screen\"\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: m10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m10_2f76802b4067410f\\n-- problem_id: v2p_m10_c4073eee2db1858c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"touch_screen\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"touch_screen\\\"\\n), ranked AS (\\n    SELECT\\n        value_label,\\n        support,\\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n    FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"1\", \"support\": 1006, \"support_share\": 0.503, \"cumulative_support\": 1006}, {\"value_label\": \"0\", \"support\": 994, \"support_share\": 0.497, \"cumulative_support\": 2000}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.06}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..bdcb0dc22a73f94f6d985fd192c9602aa24c0f3d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:44.609983+00:00",
+  "ended_at": "2026-05-19T16:08:44.611869+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_2f76802b4067410f",
+    "problem_id": "v2p_m10_c4073eee2db1858c",
+    "dataset_id": "m10",
+    "template_id": "tpl_cardinality_distinct_share_profile",
+    "template_name": "Cardinality Distinct Share Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "support_concentration",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=touch_screen.",
+    "bindings": {
+      "group_col": "touch_screen"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=11",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 11,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2f76802b4067410f.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_2f76802b4067410f/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..96d8f461c1f064478bd8fa17876c4736554877d2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=price_range, measure_col=n_cores.
+Result preview: [{"price_range": "0", "percentile_measure": 8.0}, {"price_range": "1", "percentile_measure": 8.0}, {"price_range": "2", "percentile_measure": 8.0}, {"price_range": "3", "percentile_measure": 8.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1a26b64ad1f0336a0a0caf25a163ba07ab0cb30b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/generated_sql.sql
@@ -0,0 +1,55 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_305e32b6f5aa94a5
+-- problem_id: v2p_m10_59ca75e9c847b755
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "price_range",
+    CAST("n_cores" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "price_range"
+      ORDER BY CAST("n_cores" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "price_range") AS "cnt"
+  FROM "m10"
+  WHERE "price_range" IS NOT NULL
+    AND "n_cores" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "price_range",
+    (0.95 * ("cnt" - 1) + 1.0) AS "pos",
+    CAST((0.95 * ("cnt" - 1) + 1.0) AS INTEGER) AS "lower_rn",
+    CAST((0.95 * ("cnt" - 1) + 1.0) AS INTEGER) + (((0.95 * ("cnt" - 1) + 1.0) > CAST((0.95 * ("cnt" - 1) + 1.0) AS INTEGER))) AS "upper_rn"
+  FROM "ordered"
+),
+"picked" AS (
+  SELECT
+    o."price_range",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn",
+    MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure" END) AS "lower_value",
+    MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure" END) AS "upper_value"
+  FROM "ordered" AS o
+  JOIN "positions" AS p
+    ON o."price_range" = p."price_range"
+  GROUP BY o."price_range", p."pos", p."lower_rn", p."upper_rn"
+)
+SELECT
+  "price_range",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_value"
+    ELSE "lower_value" + (("pos" - "lower_rn") * ("upper_value" - "lower_value"))
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bd1ecb523e2ea9abbeec8903e2d0444cb6148a66
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n  SELECT\n    \"price_range\",\n    CAST(\"n_cores\" AS REAL) AS \"measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"price_range\"\n      ORDER BY CAST(\"n_cores\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (PARTITION BY \"price_range\") AS \"cnt\"\n  FROM \"m10\"\n  WHERE \"price_range\" IS NOT NULL\n    AND \"n_cores\" IS NOT NULL\n),\n\"positions\" AS (\n  SELECT DISTINCT\n    \"price_range\",\n    (0.95 * (\"cnt\" - 1) + 1.0) AS \"pos\",\n    CAST((0.95 * (\"cnt\" - 1) + 1.0) AS INTEGER) AS \"lower_rn\",\n    CAST((0.95 * (\"cnt\" - 1) + 1.0) AS INTEGER) + (((0.95 * (\"cnt\" - 1) + 1.0) > CAST((0.95 * (\"cnt\" - 1) + 1.0) AS INTEGER))) AS \"upper_rn\"\n  FROM \"ordered\"\n),\n\"picked\" AS (\n  SELECT\n    o.\"price_range\",\n    p.\"pos\",\n    p.\"lower_rn\",\n    p.\"upper_rn\",\n    MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure\" END) AS \"lower_value\",\n    MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure\" END) AS \"upper_value\"\n  FROM \"ordered\" AS o\n  JOIN \"positions\" AS p\n    ON o.\"price_range\" = p.\"price_range\"\n  GROUP BY o.\"price_range\", p.\"pos\", p.\"lower_rn\", p.\"upper_rn\"\n)\nSELECT\n  \"price_range\",\n  CASE\n    WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n    ELSE \"lower_value\" + ((\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\"))\n  END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"price_range\\\",\\n    CAST(\\\"n_cores\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"price_range\\\"\\n      ORDER BY CAST(\\\"n_cores\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"price_range\\\") AS \\\"cnt\\\"\\n  FROM \\\"m10\\\"\\n  WHERE \\\"price_range\\\" IS NOT NULL\\n    AND \\\"n_cores\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n  SELECT DISTINCT\\n    \\\"price_range\\\",\\n    (0.95 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\",\\n    CAST((0.95 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n    CAST((0.95 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) + (((0.95 * (\\\"cnt\\\" - 1) + 1.0) > CAST((0.95 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER))) AS \\\"upper_rn\\\"\\n  FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    o.\\\"price_range\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"lower_value\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"upper_value\\\"\\n  FROM \\\"ordered\\\" AS o\\n  JOIN \\\"positions\\\" AS p\\n    ON o.\\\"price_range\\\" = p.\\\"price_range\\\"\\n  GROUP BY o.\\\"price_range\\\", p.\\\"pos\\\", p.\\\"lower_rn\\\", p.\\\"upper_rn\\\"\\n)\\nSELECT\\n  \\\"price_range\\\",\\n  CASE\\n    WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n    ELSE \\\"lower_value\\\" + ((\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\"))\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"price_range\", \"percentile_measure\"], \"rows\": [{\"price_range\": \"0\", \"percentile_measure\": 8.0}, {\"price_range\": \"1\", \"percentile_measure\": 8.0}, {\"price_range\": \"2\", \"percentile_measure\": 8.0}, {\"price_range\": \"3\", \"percentile_measure\": 8.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.55}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..91262553f838c7bc07ae0ef6bb1d2d3323e379a0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:55:29.208655+00:00",
+  "ended_at": "2026-05-19T15:55:46.903320+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_305e32b6f5aa94a5",
+    "problem_id": "v2p_m10_59ca75e9c847b755",
+    "dataset_id": "m10",
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_concentration_consistency",
+    "intended_facet_id": "rare_target_concentration",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=price_range, measure_col=n_cores.",
+    "bindings": {
+      "group_col": "price_range",
+      "measure_col": "n_cores",
+      "top_k": 19,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 6.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=2/2",
+      "binding_index=89"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_305e32b6f5aa94a5.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_305e32b6f5aa94a5",
+    "api_calls": 0,
+    "input_tokens": 15256,
+    "cached_input_tokens": 14720,
+    "output_tokens": 1089,
+    "total_tokens": 16345,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 17669.71,
+    "sql_execution_elapsed_ms_total": 18.55,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ba46a5ca330e1775441479581332a77b16835b60
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:55:46.881246+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17669.71, "started_at": "2026-05-19T15:55:29.209776+00:00", "ended_at": "2026-05-19T15:55:46.879519+00:00", "prompt_metrics": {"chars": 10694, "bytes_utf8": 10694, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 1706, "bytes_utf8": 1706, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15256, "cached_input_tokens": 14720, "output_tokens": 1089, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"price_range\\\",\\n    CAST(\\\"n_cores\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"price_range\\\"\\n      ORDER BY CAST(\\\"n_cores\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"price_range\\\") AS \\\"cnt\\\"\\n  FROM \\\"m10\\\"\\n  WHERE \\\"price_range\\\" IS NOT NULL\\n    AND \\\"n_cores\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n  SELECT DISTINCT\\n    \\\"price_range\\\",\\n    (0.95 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\",\\n    CAST((0.95 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n    CAST((0.95 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) + (((0.95 * (\\\"cnt\\\" - 1) + 1.0) > CAST((0.95 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER))) AS \\\"upper_rn\\\"\\n  FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    o.\\\"price_range\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"lower_value\\\",\\n    MAX(CASE WHEN o.\\\"rn\\"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c95bf47737e3e0748f42a415b9c6a4ea3feef21d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_305e32b6f5aa94a5",
+  "api_calls": 0,
+  "input_tokens": 15256,
+  "cached_input_tokens": 14720,
+  "output_tokens": 1089,
+  "total_tokens": 16345,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 17669.71,
+  "sql_execution_elapsed_ms_total": 18.55,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_305e32b6f5aa94a5/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..51980e791545b7e240388a42edbedffdfce0c8d9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=four_g, measure_col=pc.
+Result preview: [{"four_g": "0", "ram": "1713", "total_measure": 56.0, "share_within_group": 0.5879882402351952}, {"four_g": "1", "ram": "2073", "total_measure": 53.0, "share_within_group": 0.5141138810747891}, {"four_g": "1", "ram": "1464", "total_measure": 45.0, "share_within_group": 0.4365117858182171}, {"four_g": "1", "ram": "3869", "total_measure": 41.0, "share_within_group": 0.39771073818993113}, {"four_g": "0", "ram": "1457", "total_measure": 37.0, "share_within_group": 0.3884922301553969}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6fc0ed24dcc95b9306c5ab0c4cb657fc0d39ef5c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_30ccad4ba192892f
+-- problem_id: v2p_m10_5360213a47e252ec
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", "ram",
+       SUM(CAST("pc" AS REAL)) AS total_measure,
+       SUM(CAST("pc" AS REAL)) * 100.0 / SUM(SUM(CAST("pc" AS REAL))) OVER (PARTITION BY "four_g") AS share_within_group
+FROM "m10"
+GROUP BY "four_g", "ram"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4007ac3f346609f3c3a5e786ce1ff34b585a41e0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"four_g\", \"ram\",\n       SUM(CAST(\"pc\" AS REAL)) AS total_measure,\n       SUM(CAST(\"pc\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"pc\" AS REAL))) OVER (PARTITION BY \"four_g\") AS share_within_group\nFROM \"m10\"\nGROUP BY \"four_g\", \"ram\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"four_g\\\", \\\"ram\\\",\\n       SUM(CAST(\\\"pc\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"pc\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"pc\\\" AS REAL))) OVER (PARTITION BY \\\"four_g\\\") AS share_within_group\\nFROM \\\"m10\\\"\\nGROUP BY \\\"four_g\\\", \\\"ram\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"four_g\", \"ram\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"four_g\": \"0\", \"ram\": \"1713\", \"total_measure\": 56.0, \"share_within_group\": 0.5879882402351952}, {\"four_g\": \"1\", \"ram\": \"2073\", \"total_measure\": 53.0, \"share_within_group\": 0.5141138810747891}, {\"four_g\": \"1\", \"ram\": \"1464\", \"total_measure\": 45.0, \"share_within_group\": 0.4365117858182171}, {\"four_g\": \"1\", \"ram\": \"3869\", \"total_measure\": 41.0, \"share_within_group\": 0.39771073818993113}, {\"four_g\": \"0\", \"ram\": \"1457\", \"total_measure\": 37.0, \"share_within_group\": 0.3884922301553969}, {\"four_g\": \"1\", \"ram\": \"1869\", \"total_measure\": 40.0, \"share_within_group\": 0.3880104762828596}, {\"four_g\": \"1\", \"ram\": \"1277\", \"total_measure\": 39.0, \"share_within_group\": 0.37831021437578816}, {\"four_g\": \"0\", \"ram\": \"905\", \"total_measure\": 36.0, \"share_within_group\": 0.377992440151197}, {\"four_g\": \"0\", \"ram\": \"1183\", \"total_measure\": 35.0, \"share_within_group\": 0.36749265014699706}, {\"four_g\": \"0\", \"ram\": \"2334\", \"total_measure\": 35.0, \"share_within_group\": 0.36749265014699706}, {\"four_g\": \"0\", \"ram\": \"509\", \"total_measure\": 34.0, \"share_within_group\": 0.35699286014279713}, {\"four_g\": \"1\", \"ram\": \"2190\", \"total_measure\": 36.0, \"share_within_group\": 0.34920942865457366}, {\"four_g\": \"1\", \"ram\": \"2563\", \"total_measure\": 36.0, \"share_within_group\": 0.34920942865457366}, {\"four_g\": \"0\", \"ram\": \"1886\", \"total_measure\": 33.0, \"share_within_group\": 0.3464930701385972}, {\"four_g\": \"0\", \"ram\": \"1998\", \"total_measure\": 33.0, \"share_within_group\": 0.3464930701385972}, {\"four_g\": \"0\", \"ram\": \"3206\", \"total_measure\": 32.0, \"share_within_group\": 0.33599328013439733}, {\"four_g\": \"0\", \"ram\": \"568\", \"total_measure\": 32.0, \"share_within_group\": 0.33599328013439733}, {\"four_g\": \"1\", \"ram\": \"3970\", \"total_measure\": 34.0, \"share_within_group\": 0.3298089048404307}, {\"four_g\": \"1\", \"ram\": \"714\", \"total_measure\": 34.0, \"share_within_group\": 0.3298089048404307}, {\"four_g\": \"0\", \"ram\": \"1587\", \"total_measure\": 31.0, \"share_within_group\": 0.3254934901301974}, {\"four_g\": \"1\", \"ram\": \"1229\", \"total_measure\": 33.0, \"share_within_group\": 0.3201086429333592}, {\"four_g\": \"1\", \"ram\": \"2278\", \"total_measure\": 33.0, \"share_within_group\": 0.3201086429333592}, {\"four_g\": \"1\", \"ram\": \"2674\", \"total_measure\": 33.0, \"share_within_group\": 0.3201086429333592}, {\"four_g\": \"1\", \"ram\": \"2711\", \"total_measure\": 33.0, \"share_within_group\": 0.3201086429333592}, {\"four_g\": \"0\", \"ram\": \"1667\", \"total_measure\": 30.0, \"share_within_group\": 0.3149937001259975}, {\"four_g\": \"0\", \"ram\": \"2466\", \"total_measure\": 30.0, \"share_within_group\": 0.3149937001259975}, {\"four_g\": \"0\", \"ram\": \"3153\", \"total_measure\": 30.0, \"share_within_group\": 0.3149937001259975}, {\"four_g\": \"0\", \"ram\": \"3927\", \"total_measure\": 30.0, \"share_within_group\": 0.3149937001259975}, {\"four_g\": \"0\", \"ram\": \"725\", \"total_measure\": 30.0, \"share_within_group\": 0.3149937001259975}, {\"four_g\": \"1\", \"ram\": \"2855\", \"total_measure\": 32.0, \"share_within_group\": 0.3104083810262877}, {\"four_g\": \"1\", \"ram\": \"504\", \"total_measure\": 32.0, \"share_within_group\": 0.3104083810262877}, {\"four_g\": \"0\", \"ram\": \"3438\", \"total_measure\": 29.0, \"share_within_group\": 0.30449391012179755}, {\"four_g\": \"1\", \"ram\": \"2583\", \"total_measure\": 31.0, \"share_within_group\": 0.30070811911921624}, {\"four_g\": \"1\", \"ram\": \"941\", \"total_measure\": 31.0, \"share_within_group\": 0.30070811911921624}, {\"four_g\": \"0\", \"ram\": \"1380\", \"total_measure\": 28.0, \"share_within_group\": 0.2939941201175976}, {\"four_g\": \"0\", \"ram\": \"418\", \"total_measure\": 28.0, \"share_within_group\": 0.2939941201175976}, {\"four_g\": \"0\", \"ram\": \"841\", \"total_measure\": 28.0, \"share_within_group\": 0.2939941201175976}, {\"four_g\": \"1\", \"ram\": \"1601\", \"total_measure\": 30.0, \"share_within_group\": 0.2910078572121447}, {\"four_g\": \"1\", \"ram\": \"2219\", \"total_measure\": 30.0, \"share_within_group\": 0.2910078572121447}, {\"four_g\": \"0\", \"ram\": \"1181\", \"total_measure\": 27.0, \"share_within_group\": 0.28349433011339775}, {\"four_g\": \"0\", \"ram\": \"2598\", \"total_measure\": 27.0, \"share_within_group\": 0.28349433011339775}, {\"four_g\": \"1\", \"ram\": \"2317\", \"total_measure\": 29.0, \"share_within_group\": 0.2813075953050732}, {\"four_g\": \"1\", \"ram\": \"2977\", \"total_measure\": 29.0, \"share_within_group\": 0.2813075953050732}, {\"four_g\": \"1\", \"ram\": \"315\", \"total_measure\": 29.0, \"share_within_group\": 0.2813075953050732}, {\"four_g\": \"0\", \"ram\": \"2150\", \"total_measure\": 26.0, \"share_within_group\": 0.2729945401091978}, {\"four_g\": \"0\", \"ram\": \"2376\", \"total_measure\": 26.0, \"share_within_group\": 0.2729945401091978}, {\"four_g\": \"0\", \"ram\": \"3764\", \"total_measure\": 26.0, \"share_within_group\": 0.2729945401091978}, {\"four_g\": \"0\", \"ram\": \"575\", \"total_measure\": 26.0, \"share_within_group\": 0.2729945401091978}, {\"four_g\": \"0\", \"ram\": \"770\", \"total_measure\": 26.0, \"share_within_group\": 0.2729945401091978}, {\"four_g\": \"1\", \"ram\": \"2944\", \"total_measure\": 28.0, \"share_within_group\": 0.27160733339800175}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.97}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..36f02d4a83cda9f7247cf5096a915043c8aeeffa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:38:47.412930+00:00",
+  "ended_at": "2026-05-19T15:38:59.540782+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_30ccad4ba192892f",
+    "problem_id": "v2p_m10_5360213a47e252ec",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=four_g, measure_col=pc.",
+    "bindings": {
+      "group_col": "four_g",
+      "measure_col": "pc",
+      "item_col": "ram",
+      "top_k": 19,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 13.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=11",
+      "sql_variant_index=2/2",
+      "binding_index=34"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 11,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_30ccad4ba192892f.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_30ccad4ba192892f",
+    "api_calls": 0,
+    "input_tokens": 15332,
+    "cached_input_tokens": 14720,
+    "output_tokens": 553,
+    "total_tokens": 15885,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12105.51,
+    "sql_execution_elapsed_ms_total": 14.97,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f49f2bc8b77c07299003d9aa26dd2e6eb5d27e3c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:38:59.522512+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12105.51, "started_at": "2026-05-19T15:38:47.415256+00:00", "ended_at": "2026-05-19T15:38:59.520810+00:00", "prompt_metrics": {"chars": 10896, "bytes_utf8": 10896, "lines": 350, "estimated_tokens": null}, "response_metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15332, "cached_input_tokens": 14720, "output_tokens": 553, "reasoning_output_tokens": 399}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"four_g\\\", \\\"ram\\\",\\n       SUM(CAST(\\\"pc\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"pc\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"pc\\\" AS REAL))) OVER (PARTITION BY \\\"four_g\\\") AS share_within_group\\nFROM \\\"m10\\\"\\nGROUP BY \\\"four_g\\\", \\\"ram\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"four_g\\\", item_col=\\\"ram\\\", and measure_col=\\\"pc\\\". \\\"pc\\\" is cast from TEXT to REAL for numeric aggregation in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f77ebab692dc7e27f3c698e59a8740ca541e67e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_30ccad4ba192892f",
+  "api_calls": 0,
+  "input_tokens": 15332,
+  "cached_input_tokens": 14720,
+  "output_tokens": 553,
+  "total_tokens": 15885,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 12105.51,
+  "sql_execution_elapsed_ms_total": 14.97,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_30ccad4ba192892f/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d6cf7de285b6f8da8dac8f077cc456bf3e99077
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=price_range, measure_col=mobile_wt.
+Result preview: [{"price_range": "2", "group_value": 71807.0}, {"price_range": "0", "group_value": 70276.0}, {"price_range": "1", "group_value": 70255.0}, {"price_range": "3", "group_value": 68160.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..32ec350278f8a1bd32f62bd4e0f79d5b94068661
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_389b739ede748e03
+-- problem_id: v2p_m10_8dc71d4e4367f0b9
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "price_range", SUM(CAST("mobile_wt" AS REAL)) AS "group_value"
+    FROM "m10"
+    GROUP BY "price_range"
+), total AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM grouped
+)
+SELECT g."price_range", g."group_value"
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g."group_value" > t."total_value" * 0.1
+ORDER BY g."group_value" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..25537ecebd2b87c4d8d55e68060f844e7f1b7de2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT \"price_range\", SUM(CAST(\"mobile_wt\" AS REAL)) AS \"group_value\"\n    FROM \"m10\"\n    GROUP BY \"price_range\"\n), total AS (\n    SELECT SUM(\"group_value\") AS \"total_value\"\n    FROM grouped\n)\nSELECT g.\"price_range\", g.\"group_value\"\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"price_range\\\", SUM(CAST(\\\"mobile_wt\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"price_range\\\"\\n), total AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM grouped\\n)\\nSELECT g.\\\"price_range\\\", g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\", \"columns\": [\"price_range\", \"group_value\"], \"rows\": [{\"price_range\": \"2\", \"group_value\": 71807.0}, {\"price_range\": \"0\", \"group_value\": 70276.0}, {\"price_range\": \"1\", \"group_value\": 70255.0}, {\"price_range\": \"3\", \"group_value\": 68160.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.29}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f5ae80541202996ac30b3da5dd049efec8ac436
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:46:43.166267+00:00",
+  "ended_at": "2026-05-19T15:46:54.736545+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_389b739ede748e03",
+    "problem_id": "v2p_m10_8dc71d4e4367f0b9",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=price_range, measure_col=mobile_wt.",
+    "bindings": {
+      "group_col": "price_range",
+      "measure_col": "mobile_wt",
+      "top_k": 14,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 170.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/2",
+      "binding_index=74"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_389b739ede748e03.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_389b739ede748e03",
+    "api_calls": 0,
+    "input_tokens": 15355,
+    "cached_input_tokens": 12032,
+    "output_tokens": 400,
+    "total_tokens": 15755,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11560.95,
+    "sql_execution_elapsed_ms_total": 1.29,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0feb427c1113b9a6be38b30353bb92a7daab25ff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:46:54.729861+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11560.95, "started_at": "2026-05-19T15:46:43.168008+00:00", "ended_at": "2026-05-19T15:46:54.729054+00:00", "prompt_metrics": {"chars": 11073, "bytes_utf8": 11073, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 643, "bytes_utf8": 643, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15355, "cached_input_tokens": 12032, "output_tokens": 400, "reasoning_output_tokens": 221}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"price_range\\\", SUM(CAST(\\\"mobile_wt\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"price_range\\\"\\n), total AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM grouped\\n)\\nSELECT g.\\\"price_range\\\", g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Used the required template with group_col=\\\"price_range\\\" and measure_col=\\\"mobile_wt\\\". Cast \\\"mobile_wt\\\" to REAL because the schema stores numeric values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..4da34a8ba68e04c2dc0a903f5d785118c97f2ef6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_389b739ede748e03",
+  "api_calls": 0,
+  "input_tokens": 15355,
+  "cached_input_tokens": 12032,
+  "output_tokens": 400,
+  "total_tokens": 15755,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 11560.95,
+  "sql_execution_elapsed_ms_total": 1.29,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_389b739ede748e03/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f898ed078ff689bfe5fee4e74d5948278ad2b3c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sc_h, condition_col=dual_sim.
+Result preview: [{"sc_h": "16", "condition_ratio": 1.234375}, {"sc_h": "10", "condition_ratio": 1.1929824561403508}, {"sc_h": "12", "condition_ratio": 1.1805555555555556}, {"sc_h": "17", "condition_ratio": 1.1685393258426966}, {"sc_h": "7", "condition_ratio": 1.1571428571428573}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9b7a36714e90ca3e3fa2e808c809a0e93342e1e7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_m10_3a92e044575d305f
+-- problem_id: v2p_m10_a06a0b0ac4815717
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "sc_h",
+           SUM(CASE WHEN "dual_sim" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "dual_sim" = '0' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "m10"
+    GROUP BY "sc_h"
+)
+SELECT "sc_h",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..48a19772b2468c5292d8e8c97aa6179808ea4da5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"sc_h\",\n           SUM(CASE WHEN \"dual_sim\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"dual_sim\" = '0' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"m10\"\n    GROUP BY \"sc_h\"\n)\nSELECT \"sc_h\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"sc_h\\\",\\n           SUM(CASE WHEN \\\"dual_sim\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"dual_sim\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"sc_h\\\"\\n)\\nSELECT \\\"sc_h\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"sc_h\", \"condition_ratio\"], \"rows\": [{\"sc_h\": \"16\", \"condition_ratio\": 1.234375}, {\"sc_h\": \"10\", \"condition_ratio\": 1.1929824561403508}, {\"sc_h\": \"12\", \"condition_ratio\": 1.1805555555555556}, {\"sc_h\": \"17\", \"condition_ratio\": 1.1685393258426966}, {\"sc_h\": \"7\", \"condition_ratio\": 1.1571428571428573}, {\"sc_h\": \"5\", \"condition_ratio\": 1.108695652173913}, {\"sc_h\": \"14\", \"condition_ratio\": 1.1029411764705883}, {\"sc_h\": \"13\", \"condition_ratio\": 1.0793650793650793}, {\"sc_h\": \"9\", \"condition_ratio\": 1.0}, {\"sc_h\": \"8\", \"condition_ratio\": 0.9830508474576272}, {\"sc_h\": \"11\", \"condition_ratio\": 0.96875}, {\"sc_h\": \"15\", \"condition_ratio\": 0.9014084507042254}, {\"sc_h\": \"19\", \"condition_ratio\": 0.8787878787878788}, {\"sc_h\": \"6\", \"condition_ratio\": 0.8688524590163934}, {\"sc_h\": \"18\", \"condition_ratio\": 0.7391304347826086}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.81}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c3e07b03a672040059a95e674675b483cbe85b2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:39:23.295621+00:00",
+  "ended_at": "2026-05-19T15:39:33.116237+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_3a92e044575d305f",
+    "problem_id": "v2p_m10_a06a0b0ac4815717",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "contrastive_conditional_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sc_h, condition_col=dual_sim.",
+    "bindings": {
+      "group_col": "sc_h",
+      "condition_col": "dual_sim",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "0",
+      "top_k": 13,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 16.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/1",
+      "binding_index=38"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3a92e044575d305f.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_3a92e044575d305f",
+    "api_calls": 0,
+    "input_tokens": 15425,
+    "cached_input_tokens": 14720,
+    "output_tokens": 484,
+    "total_tokens": 15909,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 9814.12,
+    "sql_execution_elapsed_ms_total": 1.81,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..697830325e0d0b31dc2bba5d3ffb846111f042f5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:39:33.112682+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9814.12, "started_at": "2026-05-19T15:39:23.297394+00:00", "ended_at": "2026-05-19T15:39:33.111543+00:00", "prompt_metrics": {"chars": 11308, "bytes_utf8": 11308, "lines": 351, "estimated_tokens": null}, "response_metrics": {"chars": 636, "bytes_utf8": 636, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15425, "cached_input_tokens": 14720, "output_tokens": 484, "reasoning_output_tokens": 298}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"sc_h\\\",\\n           SUM(CASE WHEN \\\"dual_sim\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"dual_sim\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"sc_h\\\"\\n)\\nSELECT \\\"sc_h\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes, for each screen height group (\\\"sc_h\\\"), the ratio of rows with \\\"dual_sim\\\"='1' to rows with \\\"dual_sim\\\"='0', ordered from highest to lowest ratio.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..2cf5f01324b26daabe952b407bce2955eac9359c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_3a92e044575d305f",
+  "api_calls": 0,
+  "input_tokens": 15425,
+  "cached_input_tokens": 14720,
+  "output_tokens": 484,
+  "total_tokens": 15909,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 9814.12,
+  "sql_execution_elapsed_ms_total": 1.81,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3a92e044575d305f/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3ca1c89114a82b0e2f9e007102ca488df0d9fed3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=n_cores, measure_col=pc.
+Result preview: [{"n_cores": "4", "total_measure": 2721}, {"n_cores": "7", "total_measure": 2583}, {"n_cores": "8", "total_measure": 2544}, {"n_cores": "1", "total_measure": 2536}, {"n_cores": "3", "total_measure": 2412}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2dfa3155b79b99525f489e804b60bd85d7626a71
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_3be8e0663ca1beee
+-- problem_id: v2p_m10_a478b3ad69da8e83
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "n_cores", SUM(CAST("pc" AS NUMERIC)) AS total_measure
+FROM "m10"
+GROUP BY "n_cores"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9d3ca2a9358859e9fb2040914454ee9cfb58722d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"n_cores\", SUM(CAST(\"pc\" AS NUMERIC)) AS total_measure\nFROM \"m10\"\nGROUP BY \"n_cores\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"n_cores\\\", SUM(CAST(\\\"pc\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m10\\\"\\nGROUP BY \\\"n_cores\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"n_cores\", \"total_measure\"], \"rows\": [{\"n_cores\": \"4\", \"total_measure\": 2721}, {\"n_cores\": \"7\", \"total_measure\": 2583}, {\"n_cores\": \"8\", \"total_measure\": 2544}, {\"n_cores\": \"1\", \"total_measure\": 2536}, {\"n_cores\": \"3\", \"total_measure\": 2412}, {\"n_cores\": \"6\", \"total_measure\": 2365}, {\"n_cores\": \"2\", \"total_measure\": 2339}, {\"n_cores\": \"5\", \"total_measure\": 2333}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.28}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a41e5c98b31f2a9a347a196a3520896ba59d10b7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:30:39.876782+00:00",
+  "ended_at": "2026-05-19T15:30:54.866241+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_3be8e0663ca1beee",
+    "problem_id": "v2p_m10_a478b3ad69da8e83",
+    "dataset_id": "m10",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=n_cores, measure_col=pc.",
+    "bindings": {
+      "group_col": "n_cores",
+      "measure_col": "pc",
+      "top_k": 11,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 15.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=6"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3be8e0663ca1beee.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_3be8e0663ca1beee",
+    "api_calls": 0,
+    "input_tokens": 15216,
+    "cached_input_tokens": 12032,
+    "output_tokens": 391,
+    "total_tokens": 15607,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 14984.2,
+    "sql_execution_elapsed_ms_total": 1.28,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6daa62fa8ba23b00b8a247fd65800b066c6df89
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_3be8e0663ca1beee",
+  "api_calls": 0,
+  "input_tokens": 15216,
+  "cached_input_tokens": 12032,
+  "output_tokens": 391,
+  "total_tokens": 15607,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 14984.2,
+  "sql_execution_elapsed_ms_total": 1.28,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_3be8e0663ca1beee/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..038794e55a040b5fb68ab1526af291cfe0cf78c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=pc, condition_col=wifi.
+Result preview: [{"pc": "9", "condition_rate": 0.5714285714285714}, {"pc": "3", "condition_rate": 0.5698924731182796}, {"pc": "10", "condition_rate": 0.5655737704918032}, {"pc": "5", "condition_rate": 0.559322033898305}, {"pc": "7", "condition_rate": 0.5546218487394958}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c096a05a90a59f2f2ac706b2a36236cea597eee8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_427f95a87bf25c6d
+-- problem_id: v2p_m10_3dbcb2366e8d57a2
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "pc",
+       AVG(CASE WHEN "wifi" = '1' THEN 1 ELSE 0 END) AS condition_rate
+FROM "m10"
+GROUP BY "pc"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1f4745332524d5acdba1279935c1ff203ec8028e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"pc\",\n       AVG(CASE WHEN \"wifi\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m10\"\nGROUP BY \"pc\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"pc\\\",\\n       AVG(CASE WHEN \\\"wifi\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m10\\\"\\nGROUP BY \\\"pc\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"pc\", \"condition_rate\"], \"rows\": [{\"pc\": \"9\", \"condition_rate\": 0.5714285714285714}, {\"pc\": \"3\", \"condition_rate\": 0.5698924731182796}, {\"pc\": \"10\", \"condition_rate\": 0.5655737704918032}, {\"pc\": \"5\", \"condition_rate\": 0.559322033898305}, {\"pc\": \"7\", \"condition_rate\": 0.5546218487394958}, {\"pc\": \"18\", \"condition_rate\": 0.5487804878048781}, {\"pc\": \"15\", \"condition_rate\": 0.5434782608695652}, {\"pc\": \"13\", \"condition_rate\": 0.5411764705882353}, {\"pc\": \"2\", \"condition_rate\": 0.5353535353535354}, {\"pc\": \"4\", \"condition_rate\": 0.5263157894736842}, {\"pc\": \"16\", \"condition_rate\": 0.5}, {\"pc\": \"19\", \"condition_rate\": 0.4939759036144578}, {\"pc\": \"20\", \"condition_rate\": 0.4818181818181818}, {\"pc\": \"11\", \"condition_rate\": 0.4810126582278481}, {\"pc\": \"14\", \"condition_rate\": 0.4807692307692308}, {\"pc\": \"17\", \"condition_rate\": 0.47474747474747475}, {\"pc\": \"8\", \"condition_rate\": 0.4606741573033708}, {\"pc\": \"12\", \"condition_rate\": 0.45555555555555555}, {\"pc\": \"1\", \"condition_rate\": 0.4423076923076923}, {\"pc\": \"6\", \"condition_rate\": 0.43157894736842106}, {\"pc\": \"0\", \"condition_rate\": 0.42574257425742573}], \"row_count_returned\": 21, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.68}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..18d4325f6176310dadeeca4b995a9ac392a520b1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:59:35.271968+00:00",
+  "ended_at": "2026-05-19T15:59:48.344987+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_427f95a87bf25c6d",
+    "problem_id": "v2p_m10_3dbcb2366e8d57a2",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=pc, condition_col=wifi.",
+    "bindings": {
+      "group_col": "pc",
+      "condition_col": "wifi",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "0",
+      "top_k": 12,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2.25,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=1/2",
+      "binding_index=97"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_427f95a87bf25c6d.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_427f95a87bf25c6d",
+    "api_calls": 0,
+    "input_tokens": 15274,
+    "cached_input_tokens": 14720,
+    "output_tokens": 288,
+    "total_tokens": 15562,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12062.52,
+    "sql_execution_elapsed_ms_total": 2.68,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9cc05c8c8b69bf300691691aa5813c16a223c26e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:59:38.162644+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2888.71, "started_at": "2026-05-19T15:59:35.273194+00:00", "ended_at": "2026-05-19T15:59:38.161929+00:00", "prompt_metrics": {"chars": 10726, "bytes_utf8": 10726, "lines": 351, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-c87b-74e3-a124-732bce4968ee\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T15:59:48.338982+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9173.81, "started_at": "2026-05-19T15:59:39.163579+00:00", "ended_at": "2026-05-19T15:59:48.337432+00:00", "prompt_metrics": {"chars": 10726, "bytes_utf8": 10726, "lines": 351, "estimated_tokens": null}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15274, "cached_input_tokens": 14720, "output_tokens": 288, "reasoning_output_tokens": 182}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"pc\\\",\\n       AVG(CASE WHEN \\\"wifi\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m10\\\"\\nGROUP BY \\\"pc\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"pc\\\" and condition_col=\\\"wifi\\\", computing the share of rows where wifi='1' within each pc group.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..f218e55794ffd9c0d1083cf5a240f64284eb24d3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_427f95a87bf25c6d",
+  "api_calls": 0,
+  "input_tokens": 15274,
+  "cached_input_tokens": 14720,
+  "output_tokens": 288,
+  "total_tokens": 15562,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 2,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 12062.52,
+  "sql_execution_elapsed_ms_total": 2.68,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_427f95a87bf25c6d/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6c0094777abaae56f99c56912a1d2238035d7beb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sc_w, condition_col=four_g.
+Result preview: [{"sc_w": "16", "condition_ratio": 2.625}, {"sc_w": "12", "condition_ratio": 1.9565217391304348}, {"sc_w": "17", "condition_ratio": 1.375}, {"sc_w": "10", "condition_ratio": 1.326086956521739}, {"sc_w": "2", "condition_ratio": 1.1369863013698631}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..07bbdddd1947e293d230f1a757fc51d7f060bbfc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_m10_44538378855de3fc
+-- problem_id: v2p_m10_16d25e4025606c03
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "sc_w",
+           SUM(CASE WHEN "four_g" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "four_g" = '0' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "m10"
+    GROUP BY "sc_w"
+)
+SELECT "sc_w",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4faedce1d9660a488eaf77e3ec709b4e767b6ea4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"sc_w\",\n           SUM(CASE WHEN \"four_g\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"four_g\" = '0' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"m10\"\n    GROUP BY \"sc_w\"\n)\nSELECT \"sc_w\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"sc_w\\\",\\n           SUM(CASE WHEN \\\"four_g\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"four_g\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"sc_w\\\"\\n)\\nSELECT \\\"sc_w\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"sc_w\", \"condition_ratio\"], \"rows\": [{\"sc_w\": \"16\", \"condition_ratio\": 2.625}, {\"sc_w\": \"12\", \"condition_ratio\": 1.9565217391304348}, {\"sc_w\": \"17\", \"condition_ratio\": 1.375}, {\"sc_w\": \"10\", \"condition_ratio\": 1.326086956521739}, {\"sc_w\": \"2\", \"condition_ratio\": 1.1369863013698631}, {\"sc_w\": \"13\", \"condition_ratio\": 1.1304347826086956}, {\"sc_w\": \"8\", \"condition_ratio\": 1.11864406779661}, {\"sc_w\": \"4\", \"condition_ratio\": 1.1162790697674418}, {\"sc_w\": \"3\", \"condition_ratio\": 1.0947368421052632}, {\"sc_w\": \"7\", \"condition_ratio\": 1.0625}, {\"sc_w\": \"5\", \"condition_ratio\": 1.0379746835443038}, {\"sc_w\": \"9\", \"condition_ratio\": 1.0208333333333333}, {\"sc_w\": \"11\", \"condition_ratio\": 1.0}, {\"sc_w\": \"18\", \"condition_ratio\": 1.0}, {\"sc_w\": \"6\", \"condition_ratio\": 1.0}, {\"sc_w\": \"1\", \"condition_ratio\": 0.9626168224299065}, {\"sc_w\": \"0\", \"condition_ratio\": 0.9565217391304348}, {\"sc_w\": \"15\", \"condition_ratio\": 0.9375}, {\"sc_w\": \"14\", \"condition_ratio\": 0.7368421052631579}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.09}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..61b4d541d86a9881d097d35efc6487e34bd1f5a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:39:33.116950+00:00",
+  "ended_at": "2026-05-19T15:39:48.558893+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_44538378855de3fc",
+    "problem_id": "v2p_m10_16d25e4025606c03",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "contrastive_conditional_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sc_w, condition_col=four_g.",
+    "bindings": {
+      "group_col": "sc_w",
+      "condition_col": "four_g",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "0",
+      "top_k": 14,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 9.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/1",
+      "binding_index=39"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_44538378855de3fc.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_44538378855de3fc",
+    "api_calls": 0,
+    "input_tokens": 15425,
+    "cached_input_tokens": 14720,
+    "output_tokens": 556,
+    "total_tokens": 15981,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 15435.17,
+    "sql_execution_elapsed_ms_total": 2.09,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ce1504ed008b9c8f56b0b05d0ca8dbb8372dc06b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:39:48.554936+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15435.17, "started_at": "2026-05-19T15:39:33.118241+00:00", "ended_at": "2026-05-19T15:39:48.553444+00:00", "prompt_metrics": {"chars": 11302, "bytes_utf8": 11302, "lines": 351, "estimated_tokens": null}, "response_metrics": {"chars": 615, "bytes_utf8": 615, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15425, "cached_input_tokens": 14720, "output_tokens": 556, "reasoning_output_tokens": 378}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"sc_w\\\",\\n           SUM(CASE WHEN \\\"four_g\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"four_g\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"sc_w\\\"\\n)\\nSELECT \\\"sc_w\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the planned grouped-ratio template with group_col=\\\"sc_w\\\" and condition_col=\\\"four_g\\\", comparing text-encoded binary values '1' vs '0'.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff06b4f487243e0f453742592bde83bd7d47aef6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_44538378855de3fc",
+  "api_calls": 0,
+  "input_tokens": 15425,
+  "cached_input_tokens": 14720,
+  "output_tokens": 556,
+  "total_tokens": 15981,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 15435.17,
+  "sql_execution_elapsed_ms_total": 2.09,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_44538378855de3fc/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fdf2940c95bb1e089ae9027cf43b64f5da440242
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"battery_power": "1872", "support": 6, "avg_response": 0.5333333333333333}, {"battery_power": "1589", "support": 6, "avg_response": 0.5166666666666667}, {"battery_power": "618", "support": 6, "avg_response": 0.3166666666666667}, {"battery_power": "1083", "support": 5, "avg_response": 0.8400000000000001}, {"battery_power": "1063", "support": 5, "avg_response": 0.76}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..24174c05a785b84b2a795f043594a4be8d283921
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_454cd87b279fa3c1
+-- problem_id: v2p_m10_ae955bf58a5098df
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "battery_power",
+    COUNT(*) AS support,
+    AVG("m_dep") AS avg_response
+FROM "m10"
+GROUP BY "battery_power"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b7b5287d50d864c30e99233d891bd233bb1ae0e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: m10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m10_454cd87b279fa3c1\n-- problem_id: v2p_m10_ae955bf58a5098df\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"battery_power\",\n    COUNT(*) AS support,\n    AVG(\"m_dep\") AS avg_response\nFROM \"m10\"\nGROUP BY \"battery_power\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: m10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m10_454cd87b279fa3c1\\n-- problem_id: v2p_m10_ae955bf58a5098df\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"battery_power\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"m_dep\\\") AS avg_response\\nFROM \\\"m10\\\"\\nGROUP BY \\\"battery_power\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"battery_power\", \"support\", \"avg_response\"], \"rows\": [{\"battery_power\": \"1872\", \"support\": 6, \"avg_response\": 0.5333333333333333}, {\"battery_power\": \"1589\", \"support\": 6, \"avg_response\": 0.5166666666666667}, {\"battery_power\": \"618\", \"support\": 6, \"avg_response\": 0.3166666666666667}, {\"battery_power\": \"1083\", \"support\": 5, \"avg_response\": 0.8400000000000001}, {\"battery_power\": \"1063\", \"support\": 5, \"avg_response\": 0.76}, {\"battery_power\": \"1330\", \"support\": 5, \"avg_response\": 0.6599999999999999}, {\"battery_power\": \"1414\", \"support\": 5, \"avg_response\": 0.64}, {\"battery_power\": \"1310\", \"support\": 5, \"avg_response\": 0.62}, {\"battery_power\": \"1379\", \"support\": 5, \"avg_response\": 0.62}, {\"battery_power\": \"1068\", \"support\": 5, \"avg_response\": 0.6}, {\"battery_power\": \"772\", \"support\": 5, \"avg_response\": 0.52}, {\"battery_power\": \"504\", \"support\": 5, \"avg_response\": 0.48}, {\"battery_power\": \"832\", \"support\": 5, \"avg_response\": 0.4}, {\"battery_power\": \"1807\", \"support\": 5, \"avg_response\": 0.36}, {\"battery_power\": \"1715\", \"support\": 5, \"avg_response\": 0.32}, {\"battery_power\": \"1949\", \"support\": 5, \"avg_response\": 0.32}, {\"battery_power\": \"1512\", \"support\": 5, \"avg_response\": 0.27999999999999997}, {\"battery_power\": \"1413\", \"support\": 5, \"avg_response\": 0.22000000000000003}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.38}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..96f35d745abf082605205992acf63e8d0ecc6022
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:44.641424+00:00",
+  "ended_at": "2026-05-19T16:08:44.643429+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_454cd87b279fa3c1",
+    "problem_id": "v2p_m10_ae955bf58a5098df",
+    "dataset_id": "m10",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=m_dep, key_col=battery_power.",
+    "bindings": {
+      "key_col": "battery_power",
+      "measure_col": "m_dep",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=2",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_454cd87b279fa3c1.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_454cd87b279fa3c1/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f11336937c5791450d32b3238c8803f3d0bf4819
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=touch_screen, measure_col=price_range.
+Result preview: [{"touch_screen": "0", "clock_speed": "0.5", "total_measure": 323.0, "share_within_group": 21.18032786885246}, {"touch_screen": "1", "clock_speed": "0.5", "total_measure": 283.0, "share_within_group": 19.1864406779661}, {"touch_screen": "0", "clock_speed": "2.1", "total_measure": 80.0, "share_within_group": 5.245901639344262}, {"touch_screen": "0", "clock_speed": "2.8", "total_measure": 76.0, "share_within_group": 4.983606557377049}, {"touch_screen": "0", "clock_speed": "1.3", "total_measure": 70.0, "share_within_group": 4.590163934426229}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bcb85d8fdc79fb9c570ae7d7509c79fac6ed6671
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_4c7aa77fc71e7600
+-- problem_id: v2p_m10_27e143962b4e087d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "touch_screen", "clock_speed",
+       SUM(CAST("price_range" AS REAL)) AS total_measure,
+       SUM(CAST("price_range" AS REAL)) * 100.0 / SUM(SUM(CAST("price_range" AS REAL))) OVER (PARTITION BY "touch_screen") AS share_within_group
+FROM "m10"
+GROUP BY "touch_screen", "clock_speed"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0504e724a8bf696dca5cad2ad5267118ae55ca33
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"touch_screen\", \"clock_speed\",\n       SUM(CAST(\"price_range\" AS REAL)) AS total_measure,\n       SUM(CAST(\"price_range\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"price_range\" AS REAL))) OVER (PARTITION BY \"touch_screen\") AS share_within_group\nFROM \"m10\"\nGROUP BY \"touch_screen\", \"clock_speed\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"touch_screen\\\", \\\"clock_speed\\\",\\n       SUM(CAST(\\\"price_range\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"price_range\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"price_range\\\" AS REAL))) OVER (PARTITION BY \\\"touch_screen\\\") AS share_within_group\\nFROM \\\"m10\\\"\\nGROUP BY \\\"touch_screen\\\", \\\"clock_speed\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"touch_screen\", \"clock_speed\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"touch_screen\": \"0\", \"clock_speed\": \"0.5\", \"total_measure\": 323.0, \"share_within_group\": 21.18032786885246}, {\"touch_screen\": \"1\", \"clock_speed\": \"0.5\", \"total_measure\": 283.0, \"share_within_group\": 19.1864406779661}, {\"touch_screen\": \"0\", \"clock_speed\": \"2.1\", \"total_measure\": 80.0, \"share_within_group\": 5.245901639344262}, {\"touch_screen\": \"0\", \"clock_speed\": \"2.8\", \"total_measure\": 76.0, \"share_within_group\": 4.983606557377049}, {\"touch_screen\": \"0\", \"clock_speed\": \"1.3\", \"total_measure\": 70.0, \"share_within_group\": 4.590163934426229}, {\"touch_screen\": \"0\", \"clock_speed\": \"1.4\", \"total_measure\": 70.0, \"share_within_group\": 4.590163934426229}, {\"touch_screen\": \"0\", \"clock_speed\": \"0.7\", \"total_measure\": 66.0, \"share_within_group\": 4.327868852459017}, {\"touch_screen\": \"1\", \"clock_speed\": \"1.5\", \"total_measure\": 63.0, \"share_within_group\": 4.271186440677966}, {\"touch_screen\": \"1\", \"clock_speed\": \"1.6\", \"total_measure\": 63.0, \"share_within_group\": 4.271186440677966}, {\"touch_screen\": \"1\", \"clock_speed\": \"2.2\", \"total_measure\": 63.0, \"share_within_group\": 4.271186440677966}, {\"touch_screen\": \"0\", \"clock_speed\": \"1.6\", \"total_measure\": 65.0, \"share_within_group\": 4.262295081967213}, {\"touch_screen\": \"0\", \"clock_speed\": \"2.5\", \"total_measure\": 62.0, \"share_within_group\": 4.065573770491803}, {\"touch_screen\": \"0\", \"clock_speed\": \"2.3\", \"total_measure\": 61.0, \"share_within_group\": 4.0}, {\"touch_screen\": \"1\", \"clock_speed\": \"0.6\", \"total_measure\": 57.0, \"share_within_group\": 3.864406779661017}, {\"touch_screen\": \"1\", \"clock_speed\": \"2.0\", \"total_measure\": 57.0, \"share_within_group\": 3.864406779661017}, {\"touch_screen\": \"1\", \"clock_speed\": \"1.2\", \"total_measure\": 56.0, \"share_within_group\": 3.7966101694915255}, {\"touch_screen\": \"1\", \"clock_speed\": \"2.3\", \"total_measure\": 55.0, \"share_within_group\": 3.7288135593220337}, {\"touch_screen\": \"1\", \"clock_speed\": \"2.8\", \"total_measure\": 55.0, \"share_within_group\": 3.7288135593220337}, {\"touch_screen\": \"1\", \"clock_speed\": \"1.3\", \"total_measure\": 54.0, \"share_within_group\": 3.6610169491525424}, {\"touch_screen\": \"1\", \"clock_speed\": \"2.9\", \"total_measure\": 51.0, \"share_within_group\": 3.457627118644068}, {\"touch_screen\": \"1\", \"clock_speed\": \"0.9\", \"total_measure\": 50.0, \"share_within_group\": 3.389830508474576}, {\"touch_screen\": \"1\", \"clock_speed\": \"1.4\", \"total_measure\": 50.0, \"share_within_group\": 3.389830508474576}, {\"touch_screen\": \"0\", \"clock_speed\": \"1.9\", \"total_measure\": 51.0, \"share_within_group\": 3.3442622950819674}, {\"touch_screen\": \"0\", \"clock_speed\": \"2.0\", \"total_measure\": 51.0, \"share_within_group\": 3.3442622950819674}, {\"touch_screen\": \"1\", \"clock_speed\": \"2.5\", \"total_measure\": 49.0, \"share_within_group\": 3.3220338983050848}, {\"touch_screen\": \"0\", \"clock_speed\": \"1.8\", \"total_measure\": 49.0, \"share_within_group\": 3.2131147540983607}, {\"touch_screen\": \"1\", \"clock_speed\": \"1.1\", \"total_measure\": 47.0, \"share_within_group\": 3.1864406779661016}, {\"touch_screen\": \"1\", \"clock_speed\": \"0.8\", \"total_measure\": 46.0, \"share_within_group\": 3.1186440677966103}, {\"touch_screen\": \"1\", \"clock_speed\": \"2.1\", \"total_measure\": 46.0, \"share_within_group\": 3.1186440677966103}, {\"touch_screen\": \"1\", \"clock_speed\": \"1.9\", \"total_measure\": 45.0, \"share_within_group\": 3.0508474576271185}, {\"touch_screen\": \"0\", \"clock_speed\": \"2.6\", \"total_measure\": 46.0, \"share_within_group\": 3.0163934426229506}, {\"touch_screen\": \"1\", \"clock_speed\": \"1.0\", \"total_measure\": 44.0, \"share_within_group\": 2.983050847457627}, {\"touch_screen\": \"0\", \"clock_speed\": \"0.6\", \"total_measure\": 45.0, \"share_within_group\": 2.9508196721311477}, {\"touch_screen\": \"1\", \"clock_speed\": \"1.8\", \"total_measure\": 43.0, \"share_within_group\": 2.9152542372881354}, {\"touch_screen\": \"1\", \"clock_speed\": \"1.7\", \"total_measure\": 41.0, \"share_within_group\": 2.7796610169491527}, {\"touch_screen\": \"1\", \"clock_speed\": \"2.7\", \"total_measure\": 41.0, \"share_within_group\": 2.7796610169491527}, {\"touch_screen\": \"0\", \"clock_speed\": \"0.8\", \"total_measure\": 42.0, \"share_within_group\": 2.7540983606557377}, {\"touch_screen\": \"0\", \"clock_speed\": \"1.0\", \"total_measure\": 41.0, \"share_within_group\": 2.6885245901639343}, {\"touch_screen\": \"0\", \"clock_speed\": \"1.5\", \"total_measure\": 41.0, \"share_within_group\": 2.6885245901639343}, {\"touch_screen\": \"0\", \"clock_speed\": \"1.7\", \"total_measure\": 39.0, \"share_within_group\": 2.557377049180328}, {\"touch_screen\": \"0\", \"clock_speed\": \"2.2\", \"total_measure\": 38.0, \"share_within_group\": 2.4918032786885247}, {\"touch_screen\": \"0\", \"clock_speed\": \"1.1\", \"total_measure\": 37.0, \"share_within_group\": 2.4262295081967213}, {\"touch_screen\": \"1\", \"clock_speed\": \"2.4\", \"total_measure\": 35.0, \"share_within_group\": 2.3728813559322033}, {\"touch_screen\": \"1\", \"clock_speed\": \"2.6\", \"total_measure\": 33.0, \"share_within_group\": 2.23728813559322}, {\"touch_screen\": \"0\", \"clock_speed\": \"2.4\", \"total_measure\": 33.0, \"share_within_group\": 2.1639344262295084}, {\"touch_screen\": \"0\", \"clock_speed\": \"2.9\", \"total_measure\": 32.0, \"share_within_group\": 2.098360655737705}, {\"touch_screen\": \"0\", \"clock_speed\": \"0.9\", \"total_measure\": 31.0, \"share_within_group\": 2.0327868852459017}, {\"touch_screen\": \"0\", \"clock_speed\": \"2.7\", \"total_measure\": 29.0, \"share_within_group\": 1.901639344262295}, {\"touch_screen\": \"1\", \"clock_speed\": \"0.7\", \"total_measure\": 28.0, \"share_within_group\": 1.8983050847457628}, {\"touch_screen\": \"0\", \"clock_speed\": \"1.2\", \"total_measure\": 28.0, \"share_within_group\": 1.8360655737704918}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.13}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5c6a54fedb60825dc57dd811364d04ca73ef0a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:35:38.837252+00:00",
+  "ended_at": "2026-05-19T15:35:52.086985+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_4c7aa77fc71e7600",
+    "problem_id": "v2p_m10_27e143962b4e087d",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=touch_screen, measure_col=price_range.",
+    "bindings": {
+      "group_col": "touch_screen",
+      "measure_col": "price_range",
+      "item_col": "clock_speed",
+      "top_k": 17,
+      "top_n": 7,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=2/2",
+      "binding_index=27"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_4c7aa77fc71e7600.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_4c7aa77fc71e7600",
+    "api_calls": 0,
+    "input_tokens": 15336,
+    "cached_input_tokens": 12288,
+    "output_tokens": 669,
+    "total_tokens": 16005,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13243.06,
+    "sql_execution_elapsed_ms_total": 2.13,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4c3510058ee340a4777c8afd562527118fc6065b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:35:52.083343+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13243.06, "started_at": "2026-05-19T15:35:38.839425+00:00", "ended_at": "2026-05-19T15:35:52.082515+00:00", "prompt_metrics": {"chars": 10938, "bytes_utf8": 10938, "lines": 350, "estimated_tokens": null}, "response_metrics": {"chars": 643, "bytes_utf8": 643, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15336, "cached_input_tokens": 12288, "output_tokens": 669, "reasoning_output_tokens": 501}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"touch_screen\\\", \\\"clock_speed\\\",\\n       SUM(CAST(\\\"price_range\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"price_range\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"price_range\\\" AS REAL))) OVER (PARTITION BY \\\"touch_screen\\\") AS share_within_group\\nFROM \\\"m10\\\"\\nGROUP BY \\\"touch_screen\\\", \\\"clock_speed\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"touch_screen\\\", item_col=\\\"clock_speed\\\", and measure_col=\\\"price_range\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..1be74bccaf975bc0cc16b5595c1bbc2ff873eadc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_4c7aa77fc71e7600",
+  "api_calls": 0,
+  "input_tokens": 15336,
+  "cached_input_tokens": 12288,
+  "output_tokens": 669,
+  "total_tokens": 16005,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 13243.06,
+  "sql_execution_elapsed_ms_total": 2.13,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_4c7aa77fc71e7600/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e63e6a4c95d526e4f4d197a7c91d2028f68ecde
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fc, measure_col=talk_time.
+Result preview: [{"fc": "17", "avg_measure": 13.166666666666666}, {"fc": "13", "avg_measure": 11.675}, {"fc": "6", "avg_measure": 11.571428571428571}, {"fc": "7", "avg_measure": 11.51}, {"fc": "8", "avg_measure": 11.35064935064935}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2d24aef27fd2e1523b986ed2575ffd9263f934c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_m10_52cecab3a7b330e7
+-- problem_id: v2p_m10_0b9f20b655f2d277
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT
+  "fc",
+  AVG(CAST("talk_time" AS REAL)) OVER (PARTITION BY "fc") AS avg_measure
+FROM "m10"
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b1bdd559a932d721e64c46b9460f095a6841893a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n  \"fc\",\n  AVG(CAST(\"talk_time\" AS REAL)) OVER (PARTITION BY \"fc\") AS avg_measure\nFROM \"m10\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n  \\\"fc\\\",\\n  AVG(CAST(\\\"talk_time\\\" AS REAL)) OVER (PARTITION BY \\\"fc\\\") AS avg_measure\\nFROM \\\"m10\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fc\", \"avg_measure\"], \"rows\": [{\"fc\": \"17\", \"avg_measure\": 13.166666666666666}, {\"fc\": \"13\", \"avg_measure\": 11.675}, {\"fc\": \"6\", \"avg_measure\": 11.571428571428571}, {\"fc\": \"7\", \"avg_measure\": 11.51}, {\"fc\": \"8\", \"avg_measure\": 11.35064935064935}, {\"fc\": \"3\", \"avg_measure\": 11.25294117647059}, {\"fc\": \"14\", \"avg_measure\": 11.25}, {\"fc\": \"2\", \"avg_measure\": 11.227513227513228}, {\"fc\": \"16\", \"avg_measure\": 11.125}, {\"fc\": \"0\", \"avg_measure\": 11.11603375527426}, {\"fc\": \"4\", \"avg_measure\": 11.105263157894736}, {\"fc\": \"9\", \"avg_measure\": 10.987179487179487}, {\"fc\": \"5\", \"avg_measure\": 10.820143884892087}, {\"fc\": \"10\", \"avg_measure\": 10.806451612903226}, {\"fc\": \"18\", \"avg_measure\": 10.636363636363637}, {\"fc\": \"11\", \"avg_measure\": 10.490196078431373}, {\"fc\": \"1\", \"avg_measure\": 10.379591836734694}, {\"fc\": \"12\", \"avg_measure\": 9.71111111111111}, {\"fc\": \"15\", \"avg_measure\": 9.173913043478262}, {\"fc\": \"19\", \"avg_measure\": 8.0}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.55}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..071266d5b9dfd6f8f27f8d4cb4991b5d0e86b84f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:07:52.817106+00:00",
+  "ended_at": "2026-05-19T16:08:00.144916+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_52cecab3a7b330e7",
+    "problem_id": "v2p_m10_0b9f20b655f2d277",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fc, measure_col=talk_time.",
+    "bindings": {
+      "group_col": "fc",
+      "measure_col": "talk_time",
+      "top_k": 13,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 16.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=138"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_52cecab3a7b330e7.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_52cecab3a7b330e7",
+    "api_calls": 0,
+    "input_tokens": 15227,
+    "cached_input_tokens": 12032,
+    "output_tokens": 253,
+    "total_tokens": 15480,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 7319.94,
+    "sql_execution_elapsed_ms_total": 3.55,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4aabd5f5b36cc58b718c70ef2cbfce0f6ece2716
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:08:00.140021+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7319.94, "started_at": "2026-05-19T16:07:52.819294+00:00", "ended_at": "2026-05-19T16:08:00.139267+00:00", "prompt_metrics": {"chars": 10586, "bytes_utf8": 10586, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15227, "cached_input_tokens": 12032, "output_tokens": 253, "reasoning_output_tokens": 149}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n  \\\"fc\\\",\\n  AVG(CAST(\\\"talk_time\\\" AS REAL)) OVER (PARTITION BY \\\"fc\\\") AS avg_measure\\nFROM \\\"m10\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Window Partition Average template with group_col=\\\"fc\\\" and measure_col=\\\"talk_time\\\". Cast \\\"talk_time\\\" to REAL because the SQLite schema stores columns as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e884d1aaa3a3bc80337a6ffcd8dfe2734b75406
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_52cecab3a7b330e7",
+  "api_calls": 0,
+  "input_tokens": 15227,
+  "cached_input_tokens": 12032,
+  "output_tokens": 253,
+  "total_tokens": 15480,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 7319.94,
+  "sql_execution_elapsed_ms_total": 3.55,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_52cecab3a7b330e7/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fd7b929b3fc4ce0bca25312a460d7c85f9a710e0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"clock_speed": "0.5", "support": 413, "avg_response": 0.5101694915254237}, {"clock_speed": "2.8", "support": 85, "avg_response": 0.4776470588235294}, {"clock_speed": "2.3", "support": 78, "avg_response": 0.47564102564102567}, {"clock_speed": "2.1", "support": 76, "avg_response": 0.4960526315789474}, {"clock_speed": "1.6", "support": 76, "avg_response": 0.47236842105263155}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..73445340658864d4d89fbcd1ff22a3194a8d12af
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_538dd874e129e5f8
+-- problem_id: v2p_m10_4b6eee88e6d72d3c
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "clock_speed",
+    COUNT(*) AS support,
+    AVG("m_dep") AS avg_response
+FROM "m10"
+GROUP BY "clock_speed"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1124504c94a2d9531e6c91518cde77644440809e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: m10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m10_538dd874e129e5f8\n-- problem_id: v2p_m10_4b6eee88e6d72d3c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"clock_speed\",\n    COUNT(*) AS support,\n    AVG(\"m_dep\") AS avg_response\nFROM \"m10\"\nGROUP BY \"clock_speed\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: m10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m10_538dd874e129e5f8\\n-- problem_id: v2p_m10_4b6eee88e6d72d3c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"clock_speed\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"m_dep\\\") AS avg_response\\nFROM \\\"m10\\\"\\nGROUP BY \\\"clock_speed\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"clock_speed\", \"support\", \"avg_response\"], \"rows\": [{\"clock_speed\": \"0.5\", \"support\": 413, \"avg_response\": 0.5101694915254237}, {\"clock_speed\": \"2.8\", \"support\": 85, \"avg_response\": 0.4776470588235294}, {\"clock_speed\": \"2.3\", \"support\": 78, \"avg_response\": 0.47564102564102567}, {\"clock_speed\": \"2.1\", \"support\": 76, \"avg_response\": 0.4960526315789474}, {\"clock_speed\": \"1.6\", \"support\": 76, \"avg_response\": 0.47236842105263155}, {\"clock_speed\": \"2.5\", \"support\": 74, \"avg_response\": 0.5243243243243243}, {\"clock_speed\": \"0.6\", \"support\": 74, \"avg_response\": 0.422972972972973}, {\"clock_speed\": \"1.4\", \"support\": 70, \"avg_response\": 0.5228571428571429}, {\"clock_speed\": \"1.3\", \"support\": 68, \"avg_response\": 0.49411764705882355}, {\"clock_speed\": \"1.5\", \"support\": 67, \"avg_response\": 0.5462686567164179}, {\"clock_speed\": \"2.0\", \"support\": 67, \"avg_response\": 0.46567164179104475}, {\"clock_speed\": \"1.9\", \"support\": 65, \"avg_response\": 0.47538461538461535}, {\"clock_speed\": \"0.7\", \"support\": 64, \"avg_response\": 0.4828125}, {\"clock_speed\": \"1.8\", \"support\": 62, \"avg_response\": 0.5064516129032258}, {\"clock_speed\": \"2.9\", \"support\": 62, \"avg_response\": 0.5}, {\"clock_speed\": \"1.0\", \"support\": 61, \"avg_response\": 0.4852459016393443}, {\"clock_speed\": \"1.7\", \"support\": 60, \"avg_response\": 0.535}, {\"clock_speed\": \"2.2\", \"support\": 59, \"avg_response\": 0.523728813559322}, {\"clock_speed\": \"0.8\", \"support\": 58, \"avg_response\": 0.5482758620689655}, {\"clock_speed\": \"0.9\", \"support\": 58, \"avg_response\": 0.5431034482758621}, {\"clock_speed\": \"2.4\", \"support\": 58, \"avg_response\": 0.4517241379310345}, {\"clock_speed\": \"1.2\", \"support\": 56, \"avg_response\": 0.5303571428571429}, {\"clock_speed\": \"2.6\", \"support\": 55, \"avg_response\": 0.5145454545454545}, {\"clock_speed\": \"2.7\", \"support\": 55, \"avg_response\": 0.4963636363636364}, {\"clock_speed\": \"1.1\", \"support\": 51, \"avg_response\": 0.5372549019607843}, {\"clock_speed\": \"3.0\", \"support\": 28, \"avg_response\": 0.5142857142857143}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.07}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c40dfb281120f55b098bc5128586318428f791b6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:44.643847+00:00",
+  "ended_at": "2026-05-19T16:08:44.645565+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_538dd874e129e5f8",
+    "problem_id": "v2p_m10_4b6eee88e6d72d3c",
+    "dataset_id": "m10",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=m_dep, key_col=clock_speed.",
+    "bindings": {
+      "key_col": "clock_speed",
+      "measure_col": "m_dep",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_538dd874e129e5f8.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_538dd874e129e5f8/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..695f8f78ce64b4d4d355343940e59e386495bcbf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=sc_w.
+Result preview: [{"empirical_cdf_at_threshold": 0.786}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5e834edfd87e4953894fc12be3e9562120ba099a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/generated_sql.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_m10_54da465dbf505dd9
+-- problem_id: v2p_m10_7ed2b9015b737337
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("sc_w" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "m10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c3cd0dcbc9446d512c6990953c1bea03c0ff805b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"sc_w\" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m10\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"sc_w\\\" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m10\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.786}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.61}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e7527b5cec8694a279cfc06a32bce17a8ce39f2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:02:22.827741+00:00",
+  "ended_at": "2026-05-19T16:02:32.632912+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_54da465dbf505dd9",
+    "problem_id": "v2p_m10_7ed2b9015b737337",
+    "dataset_id": "m10",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=sc_w.",
+    "bindings": {
+      "measure_col": "sc_w",
+      "top_k": 14,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 9.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=1/1",
+      "binding_index=109"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_54da465dbf505dd9.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_54da465dbf505dd9",
+    "api_calls": 0,
+    "input_tokens": 15205,
+    "cached_input_tokens": 12032,
+    "output_tokens": 252,
+    "total_tokens": 15457,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 9799.82,
+    "sql_execution_elapsed_ms_total": 0.61,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b65a2ab9e3c68096ced8c8be89d6107c9c0254bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:02:32.630410+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9799.82, "started_at": "2026-05-19T16:02:22.829743+00:00", "ended_at": "2026-05-19T16:02:32.629592+00:00", "prompt_metrics": {"chars": 10437, "bytes_utf8": 10437, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 327, "bytes_utf8": 327, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15205, "cached_input_tokens": 12032, "output_tokens": 252, "reasoning_output_tokens": 152}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"sc_w\\\" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m10\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col=\\\"sc_w\\\" and threshold 9.0; cast to REAL because the schema stores values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d9052b4ebfa5ebbc80687296fdaf533a5c3e131
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_54da465dbf505dd9",
+  "api_calls": 0,
+  "input_tokens": 15205,
+  "cached_input_tokens": 12032,
+  "output_tokens": 252,
+  "total_tokens": 15457,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 9799.82,
+  "sql_execution_elapsed_ms_total": 0.61,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_54da465dbf505dd9/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..66fef51f9ee917fc3705715368adb88aac761504
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=fc.
+Result preview: [{"empirical_cdf_at_threshold": 0.781}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3a08631ca19329aa28dcb5c2da0b3fb493f68e21
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/generated_sql.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_m10_59b21148b4d0606d
+-- problem_id: v2p_m10_f4b5897318fd2950
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("fc" AS REAL) <= 7.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "m10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8edc87a54206d7aecbace7ebc78b6bbd3c87aba3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"fc\" AS REAL) <= 7.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m10\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"fc\\\" AS REAL) <= 7.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m10\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.781}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.68}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ef8e7a6989db6758556d1dceb6225a8cfa7b0e8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:03:05.791462+00:00",
+  "ended_at": "2026-05-19T16:03:13.156660+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_59b21148b4d0606d",
+    "problem_id": "v2p_m10_f4b5897318fd2950",
+    "dataset_id": "m10",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=fc.",
+    "bindings": {
+      "measure_col": "fc",
+      "top_k": 14,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 7.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/1",
+      "binding_index=114"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_59b21148b4d0606d.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_59b21148b4d0606d",
+    "api_calls": 0,
+    "input_tokens": 15204,
+    "cached_input_tokens": 14720,
+    "output_tokens": 255,
+    "total_tokens": 15459,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 7360.81,
+    "sql_execution_elapsed_ms_total": 0.68,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f0328e8c0432c504b30ff5db31994ada37b448d1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:03:13.154793+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7360.81, "started_at": "2026-05-19T16:03:05.793071+00:00", "ended_at": "2026-05-19T16:03:13.153914+00:00", "prompt_metrics": {"chars": 10434, "bytes_utf8": 10434, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 334, "bytes_utf8": 334, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15204, "cached_input_tokens": 14720, "output_tokens": 255, "reasoning_output_tokens": 153}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"fc\\\" AS REAL) <= 7.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m10\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"fc\\\" and threshold 7.0; cast \\\"fc\\\" to REAL because the schema stores values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c928622ddb0662af0780120b46ebcf97a87e0092
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_59b21148b4d0606d",
+  "api_calls": 0,
+  "input_tokens": 15204,
+  "cached_input_tokens": 14720,
+  "output_tokens": 255,
+  "total_tokens": 15459,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 7360.81,
+  "sql_execution_elapsed_ms_total": 0.68,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_59b21148b4d0606d/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5a39a3368e850caf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5a39a3368e850caf/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b15590f68e9f706df09b641ede6d7b4dcd46fdc3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5a39a3368e850caf/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:59:18.615734+00:00",
+  "ended_at": "2026-05-19T15:59:26.307232+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_5a39a3368e850caf",
+    "problem_id": "v2p_m10_804eb4d0d6f89dc0",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=n_cores, condition_col=touch_screen.",
+    "bindings": {
+      "group_col": "n_cores",
+      "condition_col": "touch_screen",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "0",
+      "top_k": 11,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 16.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/2",
+      "binding_index=96"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5a39a3368e850caf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5a39a3368e850caf/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..80f7d00aeb70db2ff9d38a671d53e9b7b84ef0cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5a39a3368e850caf/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:59:21.634134+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3016.48, "started_at": "2026-05-19T15:59:18.616886+00:00", "ended_at": "2026-05-19T15:59:21.633384+00:00", "prompt_metrics": {"chars": 10766, "bytes_utf8": 10766, "lines": 351, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-876a-7e41-9370-2728f1a63315\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T15:59:26.307127+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3671.14, "started_at": "2026-05-19T15:59:22.635103+00:00", "ended_at": "2026-05-19T15:59:26.306271+00:00", "prompt_metrics": {"chars": 10766, "bytes_utf8": 10766, "lines": 351, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-9727-7953-ab80-c3d105fee8ed\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9092ccafd00dbd11b457d8546d1e172dbc828925
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fc, measure_col=m_dep.
+Result preview: [{"fc": "0", "total_measure": 228.4}, {"fc": "1", "total_measure": 131.5}, {"fc": "2", "total_measure": 87.7}, {"fc": "3", "total_measure": 86.8}, {"fc": "5", "total_measure": 72.6}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b32f34790ca42ddd7ba1f386c3d77e8427631d5c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_5b865946789ab0ea
+-- problem_id: v2p_m10_3901e93fb8d9cc60
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "fc", SUM(CAST("m_dep" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "fc"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dd2a187b0944837bce0222c5f73043de9dbb25c2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"fc\", SUM(CAST(\"m_dep\" AS REAL)) AS total_measure\nFROM \"m10\"\nGROUP BY \"fc\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"fc\\\", SUM(CAST(\\\"m_dep\\\" AS REAL)) AS total_measure\\nFROM \\\"m10\\\"\\nGROUP BY \\\"fc\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"fc\", \"total_measure\"], \"rows\": [{\"fc\": \"0\", \"total_measure\": 228.4}, {\"fc\": \"1\", \"total_measure\": 131.5}, {\"fc\": \"2\", \"total_measure\": 87.7}, {\"fc\": \"3\", \"total_measure\": 86.8}, {\"fc\": \"5\", \"total_measure\": 72.6}, {\"fc\": \"4\", \"total_measure\": 72.4}, {\"fc\": \"6\", \"total_measure\": 60.2}, {\"fc\": \"7\", \"total_measure\": 45.8}, {\"fc\": \"8\", \"total_measure\": 40.9}, {\"fc\": \"9\", \"total_measure\": 37.0}, {\"fc\": \"10\", \"total_measure\": 29.8}, {\"fc\": \"11\", \"total_measure\": 26.5}, {\"fc\": \"13\", \"total_measure\": 22.5}, {\"fc\": \"12\", \"total_measure\": 22.3}, {\"fc\": \"16\", \"total_measure\": 10.6}, {\"fc\": \"14\", \"total_measure\": 10.3}, {\"fc\": \"15\", \"total_measure\": 10.2}, {\"fc\": \"18\", \"total_measure\": 5.2}, {\"fc\": \"17\", \"total_measure\": 2.5}, {\"fc\": \"19\", \"total_measure\": 0.3}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.29}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a80fbe1058161e9d37938b19eb1a00d281810d21
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:29:31.396905+00:00",
+  "ended_at": "2026-05-19T15:29:47.329103+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_5b865946789ab0ea",
+    "problem_id": "v2p_m10_3901e93fb8d9cc60",
+    "dataset_id": "m10",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_rank_order",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fc, measure_col=m_dep.",
+    "bindings": {
+      "group_col": "fc",
+      "measure_col": "m_dep",
+      "top_k": 18,
+      "top_n": 7,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.7,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=2/2",
+      "binding_index=3"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_5b865946789ab0ea.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_5b865946789ab0ea",
+    "api_calls": 0,
+    "input_tokens": 15214,
+    "cached_input_tokens": 12032,
+    "output_tokens": 258,
+    "total_tokens": 15472,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 15926.01,
+    "sql_execution_elapsed_ms_total": 1.29,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7645fb8e87684cd483cd59d785bb9d47a712d3e3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:29:47.325903+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15926.01, "started_at": "2026-05-19T15:29:31.399115+00:00", "ended_at": "2026-05-19T15:29:47.325157+00:00", "prompt_metrics": {"chars": 10493, "bytes_utf8": 10493, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15214, "cached_input_tokens": 12032, "output_tokens": 258, "reasoning_output_tokens": 161}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"fc\\\", SUM(CAST(\\\"m_dep\\\" AS REAL)) AS total_measure\\nFROM \\\"m10\\\"\\nGROUP BY \\\"fc\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"fc\\\" and measure_col=\\\"m_dep\\\". CAST to REAL is needed because the SQLite schema stores these fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3184bf3da87c065390293a6196cbc2399bfd0d64
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_5b865946789ab0ea",
+  "api_calls": 0,
+  "input_tokens": 15214,
+  "cached_input_tokens": 12032,
+  "output_tokens": 258,
+  "total_tokens": 15472,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 15926.01,
+  "sql_execution_elapsed_ms_total": 1.29,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_5b865946789ab0ea/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d9b5ab27ea9d064cc885e7f9444394cdf3afd3a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"mobile_wt": "182", "support": 28, "avg_response": 1341.0357142857142}, {"mobile_wt": "101", "support": 27, "avg_response": 1284.962962962963}, {"mobile_wt": "185", "support": 27, "avg_response": 1272.6296296296296}, {"mobile_wt": "146", "support": 26, "avg_response": 1232.6153846153845}, {"mobile_wt": "199", "support": 26, "avg_response": 1219.8846153846155}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f67bb201cd278eb7ba935ae7daa064c88b44c7f5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_706b12733615d5fb
+-- problem_id: v2p_m10_e4fb7ecca07ba4fc
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "mobile_wt",
+    COUNT(*) AS support,
+    AVG("battery_power") AS avg_response
+FROM "m10"
+GROUP BY "mobile_wt"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..989b0073b0649aebd622df5de06f09089c01b51d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: m10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m10_706b12733615d5fb\n-- problem_id: v2p_m10_e4fb7ecca07ba4fc\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"mobile_wt\",\n    COUNT(*) AS support,\n    AVG(\"battery_power\") AS avg_response\nFROM \"m10\"\nGROUP BY \"mobile_wt\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: m10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m10_706b12733615d5fb\\n-- problem_id: v2p_m10_e4fb7ecca07ba4fc\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"mobile_wt\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"battery_power\\\") AS avg_response\\nFROM \\\"m10\\\"\\nGROUP BY \\\"mobile_wt\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"mobile_wt\", \"support\", \"avg_response\"], \"rows\": [{\"mobile_wt\": \"182\", \"support\": 28, \"avg_response\": 1341.0357142857142}, {\"mobile_wt\": \"101\", \"support\": 27, \"avg_response\": 1284.962962962963}, {\"mobile_wt\": \"185\", \"support\": 27, \"avg_response\": 1272.6296296296296}, {\"mobile_wt\": \"146\", \"support\": 26, \"avg_response\": 1232.6153846153845}, {\"mobile_wt\": \"199\", \"support\": 26, \"avg_response\": 1219.8846153846155}, {\"mobile_wt\": \"105\", \"support\": 25, \"avg_response\": 1334.0}, {\"mobile_wt\": \"198\", \"support\": 25, \"avg_response\": 1190.36}, {\"mobile_wt\": \"88\", \"support\": 25, \"avg_response\": 1126.2}, {\"mobile_wt\": \"89\", \"support\": 24, \"avg_response\": 1266.75}, {\"mobile_wt\": \"114\", \"support\": 23, \"avg_response\": 1267.1739130434783}, {\"mobile_wt\": \"145\", \"support\": 23, \"avg_response\": 1191.695652173913}, {\"mobile_wt\": \"160\", \"support\": 23, \"avg_response\": 1105.7826086956522}, {\"mobile_wt\": \"131\", \"support\": 23, \"avg_response\": 1082.1304347826087}, {\"mobile_wt\": \"134\", \"support\": 22, \"avg_response\": 1451.590909090909}, {\"mobile_wt\": \"169\", \"support\": 22, \"avg_response\": 1357.2727272727273}, {\"mobile_wt\": \"138\", \"support\": 22, \"avg_response\": 1302.8181818181818}, {\"mobile_wt\": \"104\", \"support\": 22, \"avg_response\": 1274.2272727272727}, {\"mobile_wt\": \"187\", \"support\": 22, \"avg_response\": 1216.909090909091}, {\"mobile_wt\": \"80\", \"support\": 21, \"avg_response\": 1321.5238095238096}, {\"mobile_wt\": \"111\", \"support\": 21, \"avg_response\": 1199.4761904761904}, {\"mobile_wt\": \"124\", \"support\": 21, \"avg_response\": 1190.095238095238}, {\"mobile_wt\": \"100\", \"support\": 20, \"avg_response\": 1540.9}, {\"mobile_wt\": \"158\", \"support\": 20, \"avg_response\": 1361.0}, {\"mobile_wt\": \"102\", \"support\": 20, \"avg_response\": 1113.2}, {\"mobile_wt\": \"196\", \"support\": 20, \"avg_response\": 1038.35}, {\"mobile_wt\": \"200\", \"support\": 19, \"avg_response\": 1376.7368421052631}, {\"mobile_wt\": \"123\", \"support\": 19, \"avg_response\": 1354.7894736842106}, {\"mobile_wt\": \"150\", \"support\": 19, \"avg_response\": 1342.1052631578948}, {\"mobile_wt\": \"86\", \"support\": 19, \"avg_response\": 1170.2631578947369}, {\"mobile_wt\": \"159\", \"support\": 19, \"avg_response\": 1168.6842105263158}, {\"mobile_wt\": \"83\", \"support\": 19, \"avg_response\": 1151.578947368421}, {\"mobile_wt\": \"141\", \"support\": 19, \"avg_response\": 1144.3157894736842}, {\"mobile_wt\": \"197\", \"support\": 19, \"avg_response\": 1069.5263157894738}, {\"mobile_wt\": \"103\", \"support\": 19, \"avg_response\": 1056.0526315789473}, {\"mobile_wt\": \"172\", \"support\": 18, \"avg_response\": 1290.5}, {\"mobile_wt\": \"186\", \"support\": 18, \"avg_response\": 1263.5555555555557}, {\"mobile_wt\": \"153\", \"support\": 18, \"avg_response\": 1254.1666666666667}, {\"mobile_wt\": \"151\", \"support\": 18, \"avg_response\": 1231.9444444444443}, {\"mobile_wt\": \"155\", \"support\": 18, \"avg_response\": 1216.3333333333333}, {\"mobile_wt\": \"107\", \"support\": 18, \"avg_response\": 1209.2222222222222}, {\"mobile_wt\": \"157\", \"support\": 18, \"avg_response\": 1179.9444444444443}, {\"mobile_wt\": \"109\", \"support\": 18, \"avg_response\": 1178.6666666666667}, {\"mobile_wt\": \"181\", \"support\": 17, \"avg_response\": 1389.4705882352941}, {\"mobile_wt\": \"132\", \"support\": 17, \"avg_response\": 1367.4705882352941}, {\"mobile_wt\": \"112\", \"support\": 17, \"avg_response\": 1358.764705882353}, {\"mobile_wt\": \"170\", \"support\": 17, \"avg_response\": 1316.8823529411766}, {\"mobile_wt\": \"162\", \"support\": 17, \"avg_response\": 1314.8235294117646}, {\"mobile_wt\": \"113\", \"support\": 17, \"avg_response\": 1300.1764705882354}, {\"mobile_wt\": \"190\", \"support\": 17, \"avg_response\": 1261.1764705882354}, {\"mobile_wt\": \"84\", \"support\": 17, \"avg_response\": 1190.235294117647}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1.2}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..728463d7a8c714bd12a9c6d4aa1ed719293a4bfe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:44.650683+00:00",
+  "ended_at": "2026-05-19T16:08:44.652598+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_706b12733615d5fb",
+    "problem_id": "v2p_m10_e4fb7ecca07ba4fc",
+    "dataset_id": "m10",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=battery_power, key_col=mobile_wt.",
+    "bindings": {
+      "key_col": "mobile_wt",
+      "measure_col": "battery_power",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_706b12733615d5fb.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_706b12733615d5fb/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7536f5810f9974db/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7536f5810f9974db/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff24e911c606726e47387aa40e1bf1aa56318bcb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7536f5810f9974db/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:55:46.904689+00:00",
+  "ended_at": "2026-05-19T15:55:55.861216+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_7536f5810f9974db",
+    "problem_id": "v2p_m10_de6c2c66a28ccc74",
+    "dataset_id": "m10",
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_concentration_consistency",
+    "intended_facet_id": "rare_target_concentration",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=blue, measure_col=pc.",
+    "bindings": {
+      "group_col": "blue",
+      "measure_col": "pc",
+      "top_k": 10,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 15.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=90"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7536f5810f9974db/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7536f5810f9974db/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b65de73e264de13e354a2426b3d37752a864bada
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7536f5810f9974db/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:55:49.906532+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2998.57, "started_at": "2026-05-19T15:55:46.907053+00:00", "ended_at": "2026-05-19T15:55:49.905661+00:00", "prompt_metrics": {"chars": 10669, "bytes_utf8": 10669, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-4c69-7600-b699-a2dbec3e40e2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T15:55:55.860979+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4951.61, "started_at": "2026-05-19T15:55:50.908176+00:00", "ended_at": "2026-05-19T15:55:55.859836+00:00", "prompt_metrics": {"chars": 10669, "bytes_utf8": 10669, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f3-5c07-7cc3-83b4-58200b8c3fdd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c04892522eddd343d2d7f42921cdf05c275be436
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=wifi, measure_col=battery_power.
+Result preview: [{"wifi": "0", "fc": "0", "total_measure": 302366.0, "share_within_group": 24.686082472543443}, {"wifi": "1", "fc": "0", "total_measure": 278505.0, "share_within_group": 22.241379723413242}, {"wifi": "1", "fc": "1", "total_measure": 159226.0, "share_within_group": 12.715771450567125}, {"wifi": "0", "fc": "1", "total_measure": 131189.0, "share_within_group": 10.71067009349762}, {"wifi": "1", "fc": "2", "total_measure": 120809.0, "share_within_group": 9.647793910363658}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a81541a7993cab022d05c742ea574dc329a4aafb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/generated_sql.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_758daf764cc8e7eb
+-- problem_id: v2p_m10_7e78fb76258b2433
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "wifi",
+  "fc",
+  SUM(CAST("battery_power" AS REAL)) AS total_measure,
+  SUM(CAST("battery_power" AS REAL)) * 100.0
+    / SUM(SUM(CAST("battery_power" AS REAL))) OVER (PARTITION BY "wifi") AS share_within_group
+FROM "m10"
+GROUP BY "wifi", "fc"
+ORDER BY share_within_group DESC
+LIMIT 18;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e2ce9b066f5deb0a73da7ccb143686fca42d502b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n  \"wifi\",\n  \"fc\",\n  SUM(CAST(\"battery_power\" AS REAL)) AS total_measure,\n  SUM(CAST(\"battery_power\" AS REAL)) * 100.0\n    / SUM(SUM(CAST(\"battery_power\" AS REAL))) OVER (PARTITION BY \"wifi\") AS share_within_group\nFROM \"m10\"\nGROUP BY \"wifi\", \"fc\"\nORDER BY share_within_group DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"wifi\\\",\\n  \\\"fc\\\",\\n  SUM(CAST(\\\"battery_power\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"battery_power\\\" AS REAL)) * 100.0\\n    / SUM(SUM(CAST(\\\"battery_power\\\" AS REAL))) OVER (PARTITION BY \\\"wifi\\\") AS share_within_group\\nFROM \\\"m10\\\"\\nGROUP BY \\\"wifi\\\", \\\"fc\\\"\\nORDER BY share_within_group DESC\\nLIMIT 18;\", \"columns\": [\"wifi\", \"fc\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"wifi\": \"0\", \"fc\": \"0\", \"total_measure\": 302366.0, \"share_within_group\": 24.686082472543443}, {\"wifi\": \"1\", \"fc\": \"0\", \"total_measure\": 278505.0, \"share_within_group\": 22.241379723413242}, {\"wifi\": \"1\", \"fc\": \"1\", \"total_measure\": 159226.0, \"share_within_group\": 12.715771450567125}, {\"wifi\": \"0\", \"fc\": \"1\", \"total_measure\": 131189.0, \"share_within_group\": 10.71067009349762}, {\"wifi\": \"1\", \"fc\": \"2\", \"total_measure\": 120809.0, \"share_within_group\": 9.647793910363658}, {\"wifi\": \"0\", \"fc\": \"3\", \"total_measure\": 115620.0, \"share_within_group\": 9.439569447211237}, {\"wifi\": \"0\", \"fc\": \"2\", \"total_measure\": 110593.0, \"share_within_group\": 9.02914983459118}, {\"wifi\": \"1\", \"fc\": \"3\", \"total_measure\": 101944.0, \"share_within_group\": 8.14123701378302}, {\"wifi\": \"0\", \"fc\": \"5\", \"total_measure\": 87665.0, \"share_within_group\": 7.157237982959463}, {\"wifi\": \"0\", \"fc\": \"4\", \"total_measure\": 86116.0, \"share_within_group\": 7.030772898426249}, {\"wifi\": \"1\", \"fc\": \"5\", \"total_measure\": 86210.0, \"share_within_group\": 6.884721444697423}, {\"wifi\": \"1\", \"fc\": \"4\", \"total_measure\": 83995.0, \"share_within_group\": 6.707831779925299}, {\"wifi\": \"1\", \"fc\": \"6\", \"total_measure\": 75453.0, \"share_within_group\": 6.02566856706594}, {\"wifi\": \"0\", \"fc\": \"6\", \"total_measure\": 68774.0, \"share_within_group\": 5.614919124394617}, {\"wifi\": \"1\", \"fc\": \"7\", \"total_measure\": 59889.0, \"share_within_group\": 4.782729179926736}, {\"wifi\": \"0\", \"fc\": \"7\", \"total_measure\": 57371.0, \"share_within_group\": 4.683943424632035}, {\"wifi\": \"0\", \"fc\": \"8\", \"total_measure\": 52076.0, \"share_within_group\": 4.251643474597581}, {\"wifi\": \"0\", \"fc\": \"9\", \"total_measure\": 47842.0, \"share_within_group\": 3.905966800670126}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.08}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9a363699820311d55cdefff267df24cf56f8c5a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:36:03.771559+00:00",
+  "ended_at": "2026-05-19T15:36:16.000573+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_758daf764cc8e7eb",
+    "problem_id": "v2p_m10_7e78fb76258b2433",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=wifi, measure_col=battery_power.",
+    "bindings": {
+      "group_col": "wifi",
+      "measure_col": "battery_power",
+      "item_col": "fc",
+      "top_k": 18,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 1487.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=2/2",
+      "binding_index=28"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_758daf764cc8e7eb.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_758daf764cc8e7eb",
+    "api_calls": 0,
+    "input_tokens": 15333,
+    "cached_input_tokens": 12032,
+    "output_tokens": 589,
+    "total_tokens": 15922,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12223.73,
+    "sql_execution_elapsed_ms_total": 2.08,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3f824237ca0b5f4f0c2a827fa69a0f2d02149e9c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:36:15.997095+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12223.73, "started_at": "2026-05-19T15:36:03.772547+00:00", "ended_at": "2026-05-19T15:36:15.996301+00:00", "prompt_metrics": {"chars": 10915, "bytes_utf8": 10915, "lines": 350, "estimated_tokens": null}, "response_metrics": {"chars": 600, "bytes_utf8": 600, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15333, "cached_input_tokens": 12032, "output_tokens": 589, "reasoning_output_tokens": 419}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"wifi\\\",\\n  \\\"fc\\\",\\n  SUM(CAST(\\\"battery_power\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"battery_power\\\" AS REAL)) * 100.0\\n    / SUM(SUM(CAST(\\\"battery_power\\\" AS REAL))) OVER (PARTITION BY \\\"wifi\\\") AS share_within_group\\nFROM \\\"m10\\\"\\nGROUP BY \\\"wifi\\\", \\\"fc\\\"\\nORDER BY share_within_group DESC\\nLIMIT 18;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"wifi\\\", item_col=\\\"fc\\\", and measure_col=\\\"battery_power\\\". CAST to REAL is used because the schema snapshot stores these fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7364103a64b7372565378162a09be735ad23e977
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_758daf764cc8e7eb",
+  "api_calls": 0,
+  "input_tokens": 15333,
+  "cached_input_tokens": 12032,
+  "output_tokens": 589,
+  "total_tokens": 15922,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 12223.73,
+  "sql_execution_elapsed_ms_total": 2.08,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_758daf764cc8e7eb/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fc32f8dd8bd4540b1f94619165deb59d6d99750e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "0.1", "support": 320, "support_share": 0.16, "support_rank": 1}, {"value_label": "0.2", "support": 213, "support_share": 0.1065, "support_rank": 2}, {"value_label": "0.8", "support": 208, "support_share": 0.104, "support_rank": 3}, {"value_label": "0.5", "support": 205, "support_share": 0.1025, "support_rank": 4}, {"value_label": "0.7", "support": 200, "support_share": 0.1, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c8f35ad76baaf312a656d89ce3b8d2de6b4fafc7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_76d548462c7fd0ab
+-- problem_id: v2p_m10_617bcaaf4c42e798
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "m_dep" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "m_dep"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3f4eef8330e27f16b50b1898186606aa04bbd4bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: m10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m10_76d548462c7fd0ab\n-- problem_id: v2p_m10_617bcaaf4c42e798\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"m_dep\" AS value_label, COUNT(*) AS support\n    FROM \"m10\"\n    GROUP BY \"m_dep\"\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: m10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m10_76d548462c7fd0ab\\n-- problem_id: v2p_m10_617bcaaf4c42e798\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"m_dep\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"m_dep\\\"\\n)\\nSELECT\\n    value_label,\\n    support,\\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0.1\", \"support\": 320, \"support_share\": 0.16, \"support_rank\": 1}, {\"value_label\": \"0.2\", \"support\": 213, \"support_share\": 0.1065, \"support_rank\": 2}, {\"value_label\": \"0.8\", \"support\": 208, \"support_share\": 0.104, \"support_rank\": 3}, {\"value_label\": \"0.5\", \"support\": 205, \"support_share\": 0.1025, \"support_rank\": 4}, {\"value_label\": \"0.7\", \"support\": 200, \"support_share\": 0.1, \"support_rank\": 5}, {\"value_label\": \"0.3\", \"support\": 199, \"support_share\": 0.0995, \"support_rank\": 6}, {\"value_label\": \"0.9\", \"support\": 195, \"support_share\": 0.0975, \"support_rank\": 7}, {\"value_label\": \"0.6\", \"support\": 186, \"support_share\": 0.093, \"support_rank\": 8}, {\"value_label\": \"0.4\", \"support\": 168, \"support_share\": 0.084, \"support_rank\": 9}, {\"value_label\": \"1.0\", \"support\": 106, \"support_share\": 0.053, \"support_rank\": 10}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.91}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3bfdd2b49ce988e33201fea0b4591bdaac5dde8c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:44.623377+00:00",
+  "ended_at": "2026-05-19T16:08:44.624893+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_76d548462c7fd0ab",
+    "problem_id": "v2p_m10_617bcaaf4c42e798",
+    "dataset_id": "m10",
+    "template_id": "tpl_cardinality_support_rank_profile",
+    "template_name": "Cardinality Support Rank Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "support_concentration",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=m_dep.",
+    "bindings": {
+      "group_col": "m_dep"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_76d548462c7fd0ab.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_76d548462c7fd0ab/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1227ef7e192b2df69a4c579d277dbae5873b5724
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=talk_time, measure_col=clock_speed.
+Result preview: [{"talk_time": 2, "percentile_measure": 2.9}, {"talk_time": 4, "percentile_measure": 2.9}, {"talk_time": 10, "percentile_measure": 2.9}, {"talk_time": 14, "percentile_measure": 2.9}, {"talk_time": 16, "percentile_measure": 2.9}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5e063f18fae813a6285c65ef56aa590503c1f9ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/generated_sql.sql
@@ -0,0 +1,41 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_7c5aab03ff7eb7f1
+-- problem_id: v2p_m10_d21c936098ab98a2
+-- realization_mode: agent
+-- source_kind: agent
+WITH "base" AS (
+  SELECT
+    CAST("talk_time" AS INTEGER) AS "talk_time",
+    CAST("clock_speed" AS REAL) AS "clock_speed"
+  FROM "m10"
+  WHERE "talk_time" IS NOT NULL
+    AND "clock_speed" IS NOT NULL
+),
+"ranked" AS (
+  SELECT
+    "talk_time",
+    "clock_speed",
+    ROW_NUMBER() OVER (
+      PARTITION BY "talk_time"
+      ORDER BY "clock_speed"
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "talk_time"
+    ) AS "group_size"
+  FROM "base"
+)
+SELECT
+  "talk_time",
+  "clock_speed" AS "percentile_measure"
+FROM "ranked"
+WHERE "group_size" >= 5
+  AND "rn" = CAST((95 * "group_size" + 99) / 100 AS INTEGER)
+ORDER BY "percentile_measure" DESC, "talk_time" ASC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cb40aaf0a5d3f70340054ee2ef8609f509d673e9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point.\nWITH \"base\" AS (\n  SELECT\n    CAST(\"talk_time\" AS INTEGER) AS \"talk_time\",\n    CAST(\"clock_speed\" AS REAL) AS \"clock_speed\"\n  FROM \"m10\"\n  WHERE \"talk_time\" IS NOT NULL\n    AND \"clock_speed\" IS NOT NULL\n),\n\"ranked\" AS (\n  SELECT\n    \"talk_time\",\n    \"clock_speed\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"talk_time\"\n      ORDER BY \"clock_speed\"\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"talk_time\"\n    ) AS \"group_size\"\n  FROM \"base\"\n)\nSELECT\n  \"talk_time\",\n  \"clock_speed\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"group_size\" >= 5\n  AND \"rn\" = CAST((95 * \"group_size\" + 99) / 100 AS INTEGER)\nORDER BY \"percentile_measure\" DESC, \"talk_time\" ASC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point.\\nWITH \\\"base\\\" AS (\\n  SELECT\\n    CAST(\\\"talk_time\\\" AS INTEGER) AS \\\"talk_time\\\",\\n    CAST(\\\"clock_speed\\\" AS REAL) AS \\\"clock_speed\\\"\\n  FROM \\\"m10\\\"\\n  WHERE \\\"talk_time\\\" IS NOT NULL\\n    AND \\\"clock_speed\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n  SELECT\\n    \\\"talk_time\\\",\\n    \\\"clock_speed\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"talk_time\\\"\\n      ORDER BY \\\"clock_speed\\\"\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"talk_time\\\"\\n    ) AS \\\"group_size\\\"\\n  FROM \\\"base\\\"\\n)\\nSELECT\\n  \\\"talk_time\\\",\\n  \\\"clock_speed\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"group_size\\\" >= 5\\n  AND \\\"rn\\\" = CAST((95 * \\\"group_size\\\" + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"talk_time\\\" ASC;\", \"columns\": [\"talk_time\", \"percentile_measure\"], \"rows\": [{\"talk_time\": 2, \"percentile_measure\": 2.9}, {\"talk_time\": 4, \"percentile_measure\": 2.9}, {\"talk_time\": 10, \"percentile_measure\": 2.9}, {\"talk_time\": 14, \"percentile_measure\": 2.9}, {\"talk_time\": 16, \"percentile_measure\": 2.9}, {\"talk_time\": 20, \"percentile_measure\": 2.9}, {\"talk_time\": 3, \"percentile_measure\": 2.8}, {\"talk_time\": 5, \"percentile_measure\": 2.8}, {\"talk_time\": 6, \"percentile_measure\": 2.8}, {\"talk_time\": 7, \"percentile_measure\": 2.8}, {\"talk_time\": 8, \"percentile_measure\": 2.8}, {\"talk_time\": 9, \"percentile_measure\": 2.8}, {\"talk_time\": 11, \"percentile_measure\": 2.8}, {\"talk_time\": 12, \"percentile_measure\": 2.8}, {\"talk_time\": 13, \"percentile_measure\": 2.8}, {\"talk_time\": 15, \"percentile_measure\": 2.8}, {\"talk_time\": 17, \"percentile_measure\": 2.8}, {\"talk_time\": 18, \"percentile_measure\": 2.8}, {\"talk_time\": 19, \"percentile_measure\": 2.8}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.03}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2fa2a49598961ef1afcbd36ca189b0b1a9775cce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:51:15.651638+00:00",
+  "ended_at": "2026-05-19T15:52:08.216200+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_7c5aab03ff7eb7f1",
+    "problem_id": "v2p_m10_d21c936098ab98a2",
+    "dataset_id": "m10",
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_concentration_consistency",
+    "intended_facet_id": "rare_target_concentration",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=talk_time, measure_col=clock_speed.",
+    "bindings": {
+      "group_col": "talk_time",
+      "measure_col": "clock_speed",
+      "top_k": 15,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=2/2",
+      "binding_index=85"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7c5aab03ff7eb7f1.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_7c5aab03ff7eb7f1",
+    "api_calls": 0,
+    "input_tokens": 15255,
+    "cached_input_tokens": 14720,
+    "output_tokens": 3247,
+    "total_tokens": 18502,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 52548.37,
+    "sql_execution_elapsed_ms_total": 10.03,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b91ea957781e238b1b906aaff51e41e852a19991
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:52:08.203184+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 52548.37, "started_at": "2026-05-19T15:51:15.653104+00:00", "ended_at": "2026-05-19T15:52:08.201509+00:00", "prompt_metrics": {"chars": 10698, "bytes_utf8": 10698, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 1035, "bytes_utf8": 1035, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15255, "cached_input_tokens": 14720, "output_tokens": 3247, "reasoning_output_tokens": 2942}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point.\\nWITH \\\"base\\\" AS (\\n  SELECT\\n    CAST(\\\"talk_time\\\" AS INTEGER) AS \\\"talk_time\\\",\\n    CAST(\\\"clock_speed\\\" AS REAL) AS \\\"clock_speed\\\"\\n  FROM \\\"m10\\\"\\n  WHERE \\\"talk_time\\\" IS NOT NULL\\n    AND \\\"clock_speed\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n  SELECT\\n    \\\"talk_time\\\",\\n    \\\"clock_speed\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"talk_time\\\"\\n      ORDER BY \\\"clock_speed\\\"\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"talk_time\\\"\\n    ) AS \\\"group_size\\\"\\n  FROM \\\"base\\\"\\n)\\nSELECT\\n  \\\"talk_time\\\",\\n  \\\"clock_speed\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"group_size\\\" >= 5\\n  AND \\\"rn\\\" = CAST((95 * \\\"group_size\\\" + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"talk_time\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile for \\\"clock_speed\\\" within each \\\"talk_time\\\" group, casting the TEXT-typed numeric columns and keeping "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..306dfbb259eb845bbd7b385ef993f8338dc7e794
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_7c5aab03ff7eb7f1",
+  "api_calls": 0,
+  "input_tokens": 15255,
+  "cached_input_tokens": 14720,
+  "output_tokens": 3247,
+  "total_tokens": 18502,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 52548.37,
+  "sql_execution_elapsed_ms_total": 10.03,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7c5aab03ff7eb7f1/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2c2fdc77eceb0504e9f94575db63055d0137cd50
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=touch_screen, measure_col=fc.
+Result preview: [{"touch_screen": "0", "group_value": 4348.0}, {"touch_screen": "1", "group_value": 4271.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6cfb083c7ef88c1fb08d1f2e930343ee713bfc87
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_7d97f842c09e142a
+-- problem_id: v2p_m10_02737c078c4bd984
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "touch_screen" AS "touch_screen", SUM(CAST("fc" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "touch_screen"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."touch_screen", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..53c0ed630b96650c990950decafcf438225b0cf3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT \"touch_screen\" AS \"touch_screen\", SUM(CAST(\"fc\" AS REAL)) AS group_value\n    FROM \"m10\"\n    GROUP BY \"touch_screen\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"touch_screen\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"touch_screen\\\" AS \\\"touch_screen\\\", SUM(CAST(\\\"fc\\\" AS REAL)) AS group_value\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"touch_screen\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"touch_screen\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"touch_screen\", \"group_value\"], \"rows\": [{\"touch_screen\": \"0\", \"group_value\": 4348.0}, {\"touch_screen\": \"1\", \"group_value\": 4271.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.23}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb54becbd7cfe1c001fd0b5ed5db38cce6daffd6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:46:06.162685+00:00",
+  "ended_at": "2026-05-19T15:46:19.262396+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_7d97f842c09e142a",
+    "problem_id": "v2p_m10_02737c078c4bd984",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=touch_screen, measure_col=fc.",
+    "bindings": {
+      "group_col": "touch_screen",
+      "measure_col": "fc",
+      "top_k": 17,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 5.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=2/2",
+      "binding_index=72"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7d97f842c09e142a.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_7d97f842c09e142a",
+    "api_calls": 0,
+    "input_tokens": 15353,
+    "cached_input_tokens": 12032,
+    "output_tokens": 629,
+    "total_tokens": 15982,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13094.46,
+    "sql_execution_elapsed_ms_total": 1.23,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d84fc0bcfef0d049882c0da73ab5ac684f480d18
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:46:19.259754+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13094.46, "started_at": "2026-05-19T15:46:06.164384+00:00", "ended_at": "2026-05-19T15:46:19.258874+00:00", "prompt_metrics": {"chars": 11062, "bytes_utf8": 11062, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 659, "bytes_utf8": 659, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15353, "cached_input_tokens": 12032, "output_tokens": 629, "reasoning_output_tokens": 456}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"touch_screen\\\" AS \\\"touch_screen\\\", SUM(CAST(\\\"fc\\\" AS REAL)) AS group_value\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"touch_screen\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"touch_screen\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"touch_screen\\\" and measure_col=\\\"fc\\\". CAST(\\\"fc\\\" AS REAL) is used because the schema stores values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab3082339b40403ea08fbd9cfe979822060fae29
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_7d97f842c09e142a",
+  "api_calls": 0,
+  "input_tokens": 15353,
+  "cached_input_tokens": 12032,
+  "output_tokens": 629,
+  "total_tokens": 15982,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 13094.46,
+  "sql_execution_elapsed_ms_total": 1.23,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_7d97f842c09e142a/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e565a3b53c745bf06c805645022f8ff3bd3be95b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sc_h, measure_col=px_width.
+Result preview: [{"sc_h": "17", "total_measure": 249454.0}, {"sc_h": "12", "total_measure": 205317.0}, {"sc_h": "7", "total_measure": 184750.0}, {"sc_h": "16", "total_measure": 183639.0}, {"sc_h": "14", "total_measure": 176356.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..20db5011ca96e916169179d0a9fe78c21ba05cbc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_82072d0b3332abc6
+-- problem_id: v2p_m10_a9f2a3f06f852666
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "sc_h", SUM(CAST("px_width" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "sc_h"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b776ed4175528a24ea3ac0547910cdd5397ef7ba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"sc_h\", SUM(CAST(\"px_width\" AS REAL)) AS total_measure\nFROM \"m10\"\nGROUP BY \"sc_h\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"sc_h\\\", SUM(CAST(\\\"px_width\\\" AS REAL)) AS total_measure\\nFROM \\\"m10\\\"\\nGROUP BY \\\"sc_h\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"sc_h\", \"total_measure\"], \"rows\": [{\"sc_h\": \"17\", \"total_measure\": 249454.0}, {\"sc_h\": \"12\", \"total_measure\": 205317.0}, {\"sc_h\": \"7\", \"total_measure\": 184750.0}, {\"sc_h\": \"16\", \"total_measure\": 183639.0}, {\"sc_h\": \"14\", \"total_measure\": 176356.0}, {\"sc_h\": \"15\", \"total_measure\": 162823.0}, {\"sc_h\": \"13\", \"total_measure\": 161657.0}, {\"sc_h\": \"19\", \"total_measure\": 155382.0}, {\"sc_h\": \"9\", \"total_measure\": 154519.0}, {\"sc_h\": \"18\", \"total_measure\": 154381.0}, {\"sc_h\": \"11\", \"total_measure\": 152493.0}, {\"sc_h\": \"10\", \"total_measure\": 147802.0}, {\"sc_h\": \"6\", \"total_measure\": 147037.0}, {\"sc_h\": \"8\", \"total_measure\": 145583.0}, {\"sc_h\": \"5\", \"total_measure\": 121838.0}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.27}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f3faf96ee1f8bc6b850e001f8ef3440797c468b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:31:49.883498+00:00",
+  "ended_at": "2026-05-19T15:31:59.364871+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_82072d0b3332abc6",
+    "problem_id": "v2p_m10_a9f2a3f06f852666",
+    "dataset_id": "m10",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sc_h, measure_col=px_width.",
+    "bindings": {
+      "group_col": "sc_h",
+      "measure_col": "px_width",
+      "top_k": 18,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 1477.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=2/2",
+      "binding_index=8"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_82072d0b3332abc6.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_82072d0b3332abc6",
+    "api_calls": 0,
+    "input_tokens": 15217,
+    "cached_input_tokens": 12032,
+    "output_tokens": 294,
+    "total_tokens": 15511,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 9473.95,
+    "sql_execution_elapsed_ms_total": 2.27,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0d0cd40cc0ffa40a546aafb7ad2ce0fcc3b77868
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:31:59.360410+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9473.95, "started_at": "2026-05-19T15:31:49.885151+00:00", "ended_at": "2026-05-19T15:31:59.359139+00:00", "prompt_metrics": {"chars": 10505, "bytes_utf8": 10505, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 342, "bytes_utf8": 342, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15217, "cached_input_tokens": 12032, "output_tokens": 294, "reasoning_output_tokens": 199}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"sc_h\\\", SUM(CAST(\\\"px_width\\\" AS REAL)) AS total_measure\\nFROM \\\"m10\\\"\\nGROUP BY \\\"sc_h\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"sc_h\\\" and measure_col=\\\"px_width\\\". CAST was added because the schema stores columns as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6739d7d7873417ee236743c9db8bca2757ea2bda
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_82072d0b3332abc6",
+  "api_calls": 0,
+  "input_tokens": 15217,
+  "cached_input_tokens": 12032,
+  "output_tokens": 294,
+  "total_tokens": 15511,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 9473.95,
+  "sql_execution_elapsed_ms_total": 2.27,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_82072d0b3332abc6/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c8d71373a4cdde720a3e3ab2896662cdf96f1800
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dual_sim, measure_col=px_width.
+Result preview: [{"dual_sim": "0", "percentile_measure": 1864.0}, {"dual_sim": "1", "percentile_measure": 1850.4}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8dd340b9c16585b12151d411c084da09cd21aabd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/generated_sql.sql
@@ -0,0 +1,61 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_8279a6f4597e6158
+-- problem_id: v2p_m10_4a5d264977cee5dd
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "dual_sim",
+    CAST("px_width" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "dual_sim"
+      ORDER BY CAST("px_width" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "dual_sim") AS "cnt"
+  FROM "m10"
+),
+"pos" AS (
+  SELECT DISTINCT
+    "dual_sim",
+    1.0 + 0.9 * ("cnt" - 1) AS "target_pos",
+    CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN (1.0 + 0.9 * ("cnt" - 1)) > CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER)
+        THEN CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) + 1
+      ELSE CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER)
+    END AS "upper_rn"
+  FROM "ranked"
+),
+"bounds" AS (
+  SELECT
+    p."dual_sim",
+    p."target_pos",
+    p."lower_rn",
+    p."upper_rn",
+    MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure_value" END) AS "lower_val",
+    MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure_value" END) AS "upper_val"
+  FROM "pos" AS p
+  JOIN "ranked" AS r
+    ON r."dual_sim" = p."dual_sim"
+  GROUP BY
+    p."dual_sim",
+    p."target_pos",
+    p."lower_rn",
+    p."upper_rn"
+)
+SELECT
+  "dual_sim",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + ("target_pos" - "lower_rn") * ("upper_val" - "lower_val")
+  END AS "percentile_measure"
+FROM "bounds"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cd5ca6938eba179091cdbc5dcf9c9c3de1280bde
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n  SELECT\n    \"dual_sim\",\n    CAST(\"px_width\" AS REAL) AS \"measure_value\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"dual_sim\"\n      ORDER BY CAST(\"px_width\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (PARTITION BY \"dual_sim\") AS \"cnt\"\n  FROM \"m10\"\n),\n\"pos\" AS (\n  SELECT DISTINCT\n    \"dual_sim\",\n    1.0 + 0.9 * (\"cnt\" - 1) AS \"target_pos\",\n    CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) AS \"lower_rn\",\n    CASE\n      WHEN (1.0 + 0.9 * (\"cnt\" - 1)) > CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER)\n        THEN CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) + 1\n      ELSE CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER)\n    END AS \"upper_rn\"\n  FROM \"ranked\"\n),\n\"bounds\" AS (\n  SELECT\n    p.\"dual_sim\",\n    p.\"target_pos\",\n    p.\"lower_rn\",\n    p.\"upper_rn\",\n    MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"measure_value\" END) AS \"lower_val\",\n    MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"measure_value\" END) AS \"upper_val\"\n  FROM \"pos\" AS p\n  JOIN \"ranked\" AS r\n    ON r.\"dual_sim\" = p.\"dual_sim\"\n  GROUP BY\n    p.\"dual_sim\",\n    p.\"target_pos\",\n    p.\"lower_rn\",\n    p.\"upper_rn\"\n)\nSELECT\n  \"dual_sim\",\n  CASE\n    WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n    ELSE \"lower_val\" + (\"target_pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\")\n  END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"dual_sim\\\",\\n    CAST(\\\"px_width\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"dual_sim\\\"\\n      ORDER BY CAST(\\\"px_width\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"dual_sim\\\") AS \\\"cnt\\\"\\n  FROM \\\"m10\\\"\\n),\\n\\\"pos\\\" AS (\\n  SELECT DISTINCT\\n    \\\"dual_sim\\\",\\n    1.0 + 0.9 * (\\\"cnt\\\" - 1) AS \\\"target_pos\\\",\\n    CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lower_rn\\\",\\n    CASE\\n      WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) > CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER)\\n        THEN CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) + 1\\n      ELSE CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER)\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n  SELECT\\n    p.\\\"dual_sim\\\",\\n    p.\\\"target_pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\",\\n    MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"lower_val\\\",\\n    MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"upper_val\\\"\\n  FROM \\\"pos\\\" AS p\\n  JOIN \\\"ranked\\\" AS r\\n    ON r.\\\"dual_sim\\\" = p.\\\"dual_sim\\\"\\n  GROUP BY\\n    p.\\\"dual_sim\\\",\\n    p.\\\"target_pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\"\\n)\\nSELECT\\n  \\\"dual_sim\\\",\\n  CASE\\n    WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n    ELSE \\\"lower_val\\\" + (\\\"target_pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"dual_sim\", \"percentile_measure\"], \"rows\": [{\"dual_sim\": \"0\", \"percentile_measure\": 1864.0}, {\"dual_sim\": \"1\", \"percentile_measure\": 1850.4}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.58}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a922fb0f628e8f635a2fbb1aa44d1f8ce646c300
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:58:31.374833+00:00",
+  "ended_at": "2026-05-19T15:58:51.580292+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_8279a6f4597e6158",
+    "problem_id": "v2p_m10_4a5d264977cee5dd",
+    "dataset_id": "m10",
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_concentration_consistency",
+    "intended_facet_id": "rare_target_concentration",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dual_sim, measure_col=px_width.",
+    "bindings": {
+      "group_col": "dual_sim",
+      "measure_col": "px_width",
+      "top_k": 17,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 1477.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=2/2",
+      "binding_index=92"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_8279a6f4597e6158.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_8279a6f4597e6158",
+    "api_calls": 0,
+    "input_tokens": 15256,
+    "cached_input_tokens": 12032,
+    "output_tokens": 1112,
+    "total_tokens": 16368,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 20191.91,
+    "sql_execution_elapsed_ms_total": 8.58,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..28684488f1e6f0ec4ae9fc91bc3eefb66fc0a1ad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:58:51.570065+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20191.91, "started_at": "2026-05-19T15:58:31.377281+00:00", "ended_at": "2026-05-19T15:58:51.569229+00:00", "prompt_metrics": {"chars": 10691, "bytes_utf8": 10691, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 1709, "bytes_utf8": 1709, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15256, "cached_input_tokens": 12032, "output_tokens": 1112, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"dual_sim\\\",\\n    CAST(\\\"px_width\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"dual_sim\\\"\\n      ORDER BY CAST(\\\"px_width\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"dual_sim\\\") AS \\\"cnt\\\"\\n  FROM \\\"m10\\\"\\n),\\n\\\"pos\\\" AS (\\n  SELECT DISTINCT\\n    \\\"dual_sim\\\",\\n    1.0 + 0.9 * (\\\"cnt\\\" - 1) AS \\\"target_pos\\\",\\n    CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lower_rn\\\",\\n    CASE\\n      WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) > CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER)\\n        THEN CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) + 1\\n      ELSE CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER)\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n  SELECT\\n    p.\\\"dual_sim\\\",\\n    p.\\\"target_pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\",\\n    MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"lower_val\\\",\\n    MAX(CASE"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..90e3246e6431788a4a0403d6954faa9bafc5fa2b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_8279a6f4597e6158",
+  "api_calls": 0,
+  "input_tokens": 15256,
+  "cached_input_tokens": 12032,
+  "output_tokens": 1112,
+  "total_tokens": 16368,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 20191.91,
+  "sql_execution_elapsed_ms_total": 8.58,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_8279a6f4597e6158/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9e0313ff3ec835dd1a597c80bb147b4f258e47b5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=price_range.
+Result preview: [{"price_range": "3", "row_count": 500}, {"price_range": "2", "row_count": 500}, {"price_range": "1", "row_count": 500}, {"price_range": "0", "row_count": 500}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3dbb1341d5b3c58855fbedb2ea1604be7f95389e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_m10_838d2fabec7bd70a
+-- problem_id: v2p_m10_1e2cfe175a40378d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "price_range", COUNT(*) AS row_count
+FROM "m10"
+GROUP BY "price_range"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e6ee6089f1249221c1f6782ae6826365ee699582
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"price_range\", COUNT(*) AS row_count\nFROM \"m10\"\nGROUP BY \"price_range\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"price_range\\\", COUNT(*) AS row_count\\nFROM \\\"m10\\\"\\nGROUP BY \\\"price_range\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"price_range\", \"row_count\"], \"rows\": [{\"price_range\": \"3\", \"row_count\": 500}, {\"price_range\": \"2\", \"row_count\": 500}, {\"price_range\": \"1\", \"row_count\": 500}, {\"price_range\": \"0\", \"row_count\": 500}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.03}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..14401769e944d6996fb389e27de018dad6ec1f3a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:32:31.984603+00:00",
+  "ended_at": "2026-05-19T15:32:38.923706+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_838d2fabec7bd70a",
+    "problem_id": "v2p_m10_1e2cfe175a40378d",
+    "dataset_id": "m10",
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "subgroup_size_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=price_range.",
+    "bindings": {
+      "group_col": "price_range",
+      "top_k": 14,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 1615.25,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/1",
+      "binding_index=14"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_838d2fabec7bd70a.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_838d2fabec7bd70a",
+    "api_calls": 0,
+    "input_tokens": 15191,
+    "cached_input_tokens": 14720,
+    "output_tokens": 197,
+    "total_tokens": 15388,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 6933.56,
+    "sql_execution_elapsed_ms_total": 1.03,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..57b362f8cc2a4e390d546a08d7138483017d2c5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:38.921440+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 6933.56, "started_at": "2026-05-19T15:32:31.987074+00:00", "ended_at": "2026-05-19T15:32:38.920669+00:00", "prompt_metrics": {"chars": 10429, "bytes_utf8": 10429, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 257, "bytes_utf8": 257, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15191, "cached_input_tokens": 14720, "output_tokens": 197, "reasoning_output_tokens": 129}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"price_range\\\", COUNT(*) AS row_count\\nFROM \\\"m10\\\"\\nGROUP BY \\\"price_range\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Grouped count by \\\"price_range\\\" to inspect subgroup size distribution/stability.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b211127d2a81477b52fafa8266c74b4802f5caf5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_838d2fabec7bd70a",
+  "api_calls": 0,
+  "input_tokens": 15191,
+  "cached_input_tokens": 14720,
+  "output_tokens": 197,
+  "total_tokens": 15388,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 6933.56,
+  "sql_execution_elapsed_ms_total": 1.03,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_838d2fabec7bd70a/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_849739974e3ca588/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_849739974e3ca588/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b67a1ee33b1f2ee5d24c87ec4b91ccadf1c84e1c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_849739974e3ca588/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:06:57.635111+00:00",
+  "ended_at": "2026-05-19T16:07:04.685815+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_849739974e3ca588",
+    "problem_id": "v2p_m10_db4a92bbb7ec1974",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=blue, measure_col=ram.",
+    "bindings": {
+      "group_col": "blue",
+      "measure_col": "ram",
+      "top_k": 10,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 3064.5,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/2",
+      "binding_index=135"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_849739974e3ca588/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_849739974e3ca588/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9592c78343eb59cf4ca3b0ff7d097504df391438
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_849739974e3ca588/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:07:00.656196+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3019.02, "started_at": "2026-05-19T16:06:57.636390+00:00", "ended_at": "2026-05-19T16:07:00.655429+00:00", "prompt_metrics": {"chars": 10575, "bytes_utf8": 10575, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-886a-73b3-93d7-536bcc16d643\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:07:04.685724+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3027.82, "started_at": "2026-05-19T16:07:01.657109+00:00", "ended_at": "2026-05-19T16:07:04.684961+00:00", "prompt_metrics": {"chars": 10575, "bytes_utf8": 10575, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-980d-7612-8218-a2580dea57f7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_84a1af28fc4d7e34/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_84a1af28fc4d7e34/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..40c5494b7566747e595beaabb5605976953a1de7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_84a1af28fc4d7e34/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:06:50.588497+00:00",
+  "ended_at": "2026-05-19T16:06:57.634676+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_84a1af28fc4d7e34",
+    "problem_id": "v2p_m10_25c5af261c7b4fdb",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=price_range, measure_col=px_width.",
+    "bindings": {
+      "group_col": "price_range",
+      "measure_col": "px_width",
+      "top_k": 19,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 1477.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=2/2",
+      "binding_index=134"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_84a1af28fc4d7e34/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_84a1af28fc4d7e34/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..32901a7b4b9434cc48c7328a48f87afa5956e126
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_84a1af28fc4d7e34/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:53.416646+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2825.94, "started_at": "2026-05-19T16:06:50.589653+00:00", "ended_at": "2026-05-19T16:06:53.415621+00:00", "prompt_metrics": {"chars": 10603, "bytes_utf8": 10603, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-6ced-76d2-92d9-3e4cd91670ad\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:06:57.634580+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3216.06, "started_at": "2026-05-19T16:06:54.417688+00:00", "ended_at": "2026-05-19T16:06:57.633780+00:00", "prompt_metrics": {"chars": 10603, "bytes_utf8": 10603, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-7bd9-76e3-b713-f6435ed98d69\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ffd32c1e1fa3d230e5f90789536f1fb92012ae0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=wifi, condition_col=wifi.
+Result preview: [{"wifi": "0", "condition_ratio": 0.0}, {"wifi": "1", "condition_ratio": null}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..be85835134c2ed163ddd651264d346c4a7044013
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_m10_876e151f22df45f7
+-- problem_id: v2p_m10_10262479738b2bc9
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "wifi",
+           SUM(CASE WHEN "wifi" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "wifi" = '0' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "m10"
+    GROUP BY "wifi"
+)
+SELECT "wifi",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1b5afc9872cf6822065d39e7948384b59fe6a9f8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"wifi\",\n           SUM(CASE WHEN \"wifi\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"wifi\" = '0' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"m10\"\n    GROUP BY \"wifi\"\n)\nSELECT \"wifi\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"wifi\\\",\\n           SUM(CASE WHEN \\\"wifi\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"wifi\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"wifi\\\"\\n)\\nSELECT \\\"wifi\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"wifi\", \"condition_ratio\"], \"rows\": [{\"wifi\": \"0\", \"condition_ratio\": 0.0}, {\"wifi\": \"1\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.11}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d5ee0982e01b38b98d891118873c92753303e27
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:40:24.478832+00:00",
+  "ended_at": "2026-05-19T15:40:40.579811+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_876e151f22df45f7",
+    "problem_id": "v2p_m10_10262479738b2bc9",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "contrastive_conditional_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=wifi, condition_col=wifi.",
+    "bindings": {
+      "group_col": "wifi",
+      "condition_col": "wifi",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "0",
+      "top_k": 13,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2.2,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=1/1",
+      "binding_index=43"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_876e151f22df45f7.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_876e151f22df45f7",
+    "api_calls": 0,
+    "input_tokens": 15422,
+    "cached_input_tokens": 14720,
+    "output_tokens": 629,
+    "total_tokens": 16051,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 16095.17,
+    "sql_execution_elapsed_ms_total": 1.11,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9e1d827e185570408d363b48b712d1eec43cb2eb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:40:40.577470+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16095.17, "started_at": "2026-05-19T15:40:24.481489+00:00", "ended_at": "2026-05-19T15:40:40.576696+00:00", "prompt_metrics": {"chars": 11298, "bytes_utf8": 11298, "lines": 351, "estimated_tokens": null}, "response_metrics": {"chars": 752, "bytes_utf8": 752, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15422, "cached_input_tokens": 14720, "output_tokens": 629, "reasoning_output_tokens": 424}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"wifi\\\",\\n           SUM(CASE WHEN \\\"wifi\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"wifi\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"wifi\\\"\\n)\\nSELECT \\\"wifi\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested template exactly with group_col=\\\"wifi\\\" and condition_col=\\\"wifi\\\". Since the grouping column and condition column are identical, the group where wifi='1' has no wifi='0' rows in-group, so its ratio becomes NULL via NULLIF; the wifi='0' group evaluates to 0.0.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b662750a590022771b070766b9a783b991fef88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_876e151f22df45f7",
+  "api_calls": 0,
+  "input_tokens": 15422,
+  "cached_input_tokens": 14720,
+  "output_tokens": 629,
+  "total_tokens": 16051,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 16095.17,
+  "sql_execution_elapsed_ms_total": 1.11,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_876e151f22df45f7/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_878e72938bbba419/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_878e72938bbba419/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd1e089df8787aec6fbcdd71b1e5e38b34b121f5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_878e72938bbba419/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:05:27.174212+00:00",
+  "ended_at": "2026-05-19T16:05:34.593043+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_878e72938bbba419",
+    "problem_id": "v2p_m10_a1133067ae6174d0",
+    "dataset_id": "m10",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=n_cores.",
+    "bindings": {
+      "group_col": "n_cores",
+      "top_k": 11,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 1615.25,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=126"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_878e72938bbba419/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_878e72938bbba419/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0f442dc4c46efede338150167d367a9702ff57c0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_878e72938bbba419/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:05:30.302385+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3126.44, "started_at": "2026-05-19T16:05:27.175196+00:00", "ended_at": "2026-05-19T16:05:30.301662+00:00", "prompt_metrics": {"chars": 10500, "bytes_utf8": 10500, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-270a-7981-ac66-221e24594ff5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:05:34.592864+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3288.26, "started_at": "2026-05-19T16:05:31.303381+00:00", "ended_at": "2026-05-19T16:05:34.591668+00:00", "prompt_metrics": {"chars": 10500, "bytes_utf8": 10500, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-372d-7f61-9dfe-51d307009d7c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d551616b511233e2b4b64417a8496b74a7117deb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=fc, measure_col=px_width.
+Result preview: [{"fc": "0", "group_value": 597863.0}, {"fc": "1", "group_value": 305508.0}, {"fc": "2", "group_value": 234636.0}, {"fc": "3", "group_value": 208806.0}, {"fc": "5", "group_value": 175228.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..be1f7096d88a6eb1a24648d24ade99e495ed3a55
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_92537d494d9041bd
+-- problem_id: v2p_m10_19d66ceb1a2970d6
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "fc", SUM(CAST("px_width" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "fc"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."fc", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4a2ad1c64616dd6a98448685f6eed23180a8db4b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT \"fc\", SUM(CAST(\"px_width\" AS REAL)) AS group_value\n    FROM \"m10\"\n    GROUP BY \"fc\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"fc\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"fc\\\", SUM(CAST(\\\"px_width\\\" AS REAL)) AS group_value\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"fc\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"fc\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"fc\", \"group_value\"], \"rows\": [{\"fc\": \"0\", \"group_value\": 597863.0}, {\"fc\": \"1\", \"group_value\": 305508.0}, {\"fc\": \"2\", \"group_value\": 234636.0}, {\"fc\": \"3\", \"group_value\": 208806.0}, {\"fc\": \"5\", \"group_value\": 175228.0}, {\"fc\": \"4\", \"group_value\": 170929.0}, {\"fc\": \"6\", \"group_value\": 141949.0}, {\"fc\": \"7\", \"group_value\": 125889.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.38}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..505e35c7d35b7a4ed18de2169754d8265010b188
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:48:31.164320+00:00",
+  "ended_at": "2026-05-19T15:48:42.003574+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_92537d494d9041bd",
+    "problem_id": "v2p_m10_19d66ceb1a2970d6",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=fc, measure_col=px_width.",
+    "bindings": {
+      "group_col": "fc",
+      "measure_col": "px_width",
+      "top_k": 18,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 1477.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=78"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_92537d494d9041bd.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_92537d494d9041bd",
+    "api_calls": 0,
+    "input_tokens": 15354,
+    "cached_input_tokens": 14720,
+    "output_tokens": 527,
+    "total_tokens": 15881,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10829.42,
+    "sql_execution_elapsed_ms_total": 3.38,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..37ed631f8ef38bd3d7f79fa8d1252b1265e82f34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:48:41.996873+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10829.42, "started_at": "2026-05-19T15:48:31.165851+00:00", "ended_at": "2026-05-19T15:48:41.995307+00:00", "prompt_metrics": {"chars": 11057, "bytes_utf8": 11057, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 577, "bytes_utf8": 577, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15354, "cached_input_tokens": 14720, "output_tokens": 527, "reasoning_output_tokens": 367}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"fc\\\", SUM(CAST(\\\"px_width\\\" AS REAL)) AS group_value\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"fc\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"fc\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided template with group_col=\\\"fc\\\" and measure_col=\\\"px_width\\\". Cast \\\"px_width\\\" from TEXT to REAL so SQLite can aggregate it numerically.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b151e5c255ce81a2ee454d82a391addba04ec95
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_92537d494d9041bd",
+  "api_calls": 0,
+  "input_tokens": 15354,
+  "cached_input_tokens": 14720,
+  "output_tokens": 527,
+  "total_tokens": 15881,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10829.42,
+  "sql_execution_elapsed_ms_total": 3.38,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92537d494d9041bd/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..493fda493b12027653918ccf7b521d1920a1f49f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sc_w, measure_col=battery_power.
+Result preview: [{"sc_w": "7", "percentile_measure": 1892.3}, {"sc_w": "1", "percentile_measure": 1882.7}, {"sc_w": "14", "percentile_measure": 1882.2}, {"sc_w": "8", "percentile_measure": 1874.0}, {"sc_w": "2", "percentile_measure": 1871.5}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b6d0a00f753e00645f97c39758208268d6c4c821
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/generated_sql.sql
@@ -0,0 +1,66 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_92f1a12651f16c09
+-- problem_id: v2p_m10_be8df9d4626e2546
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "sc_w",
+    CAST("battery_power" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "sc_w"
+      ORDER BY CAST("battery_power" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "sc_w"
+    ) AS "cnt"
+  FROM "m10"
+  WHERE "sc_w" IS NOT NULL
+    AND "battery_power" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "sc_w",
+    "cnt",
+    (("cnt" - 1) * 0.9) + 1.0 AS "pos",
+    CAST(((("cnt" - 1) * 0.9) + 1.0) AS INTEGER) AS "lower_rn",
+    CAST(((("cnt" - 1) * 0.9) + 1.0) AS INTEGER)
+      + CASE
+          WHEN ((("cnt" - 1) * 0.9) + 1.0) > CAST(((("cnt" - 1) * 0.9) + 1.0) AS INTEGER) THEN 1
+          ELSE 0
+        END AS "upper_rn"
+  FROM "ranked"
+  WHERE "cnt" >= 5
+),
+"picked" AS (
+  SELECT
+    p."sc_w",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn",
+    l."measure" AS "lower_measure",
+    u."measure" AS "upper_measure"
+  FROM "positions" AS p
+  JOIN "ranked" AS l
+    ON l."sc_w" = p."sc_w"
+   AND l."rn" = p."lower_rn"
+  JOIN "ranked" AS u
+    ON u."sc_w" = p."sc_w"
+   AND u."rn" = p."upper_rn"
+)
+SELECT
+  "sc_w",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_measure"
+    ELSE "lower_measure" + (("pos" - "lower_rn") * ("upper_measure" - "lower_measure"))
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0843955c4f006fe9f89bea70be289ac92e0f9190
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n  SELECT\n    \"sc_w\",\n    CAST(\"battery_power\" AS REAL) AS \"measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"sc_w\"\n      ORDER BY CAST(\"battery_power\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"sc_w\"\n    ) AS \"cnt\"\n  FROM \"m10\"\n  WHERE \"sc_w\" IS NOT NULL\n    AND \"battery_power\" IS NOT NULL\n),\n\"positions\" AS (\n  SELECT DISTINCT\n    \"sc_w\",\n    \"cnt\",\n    ((\"cnt\" - 1) * 0.9) + 1.0 AS \"pos\",\n    CAST((((\"cnt\" - 1) * 0.9) + 1.0) AS INTEGER) AS \"lower_rn\",\n    CAST((((\"cnt\" - 1) * 0.9) + 1.0) AS INTEGER)\n      + CASE\n          WHEN (((\"cnt\" - 1) * 0.9) + 1.0) > CAST((((\"cnt\" - 1) * 0.9) + 1.0) AS INTEGER) THEN 1\n          ELSE 0\n        END AS \"upper_rn\"\n  FROM \"ranked\"\n  WHERE \"cnt\" >= 5\n),\n\"picked\" AS (\n  SELECT\n    p.\"sc_w\",\n    p.\"pos\",\n    p.\"lower_rn\",\n    p.\"upper_rn\",\n    l.\"measure\" AS \"lower_measure\",\n    u.\"measure\" AS \"upper_measure\"\n  FROM \"positions\" AS p\n  JOIN \"ranked\" AS l\n    ON l.\"sc_w\" = p.\"sc_w\"\n   AND l.\"rn\" = p.\"lower_rn\"\n  JOIN \"ranked\" AS u\n    ON u.\"sc_w\" = p.\"sc_w\"\n   AND u.\"rn\" = p.\"upper_rn\"\n)\nSELECT\n  \"sc_w\",\n  CASE\n    WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_measure\"\n    ELSE \"lower_measure\" + ((\"pos\" - \"lower_rn\") * (\"upper_measure\" - \"lower_measure\"))\n  END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"sc_w\\\",\\n    CAST(\\\"battery_power\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"sc_w\\\"\\n      ORDER BY CAST(\\\"battery_power\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"sc_w\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"m10\\\"\\n  WHERE \\\"sc_w\\\" IS NOT NULL\\n    AND \\\"battery_power\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n  SELECT DISTINCT\\n    \\\"sc_w\\\",\\n    \\\"cnt\\\",\\n    ((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS \\\"pos\\\",\\n    CAST((((\\\"cnt\\\" - 1) * 0.9) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n    CAST((((\\\"cnt\\\" - 1) * 0.9) + 1.0) AS INTEGER)\\n      + CASE\\n          WHEN (((\\\"cnt\\\" - 1) * 0.9) + 1.0) > CAST((((\\\"cnt\\\" - 1) * 0.9) + 1.0) AS INTEGER) THEN 1\\n          ELSE 0\\n        END AS \\\"upper_rn\\\"\\n  FROM \\\"ranked\\\"\\n  WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    p.\\\"sc_w\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\",\\n    l.\\\"measure\\\" AS \\\"lower_measure\\\",\\n    u.\\\"measure\\\" AS \\\"upper_measure\\\"\\n  FROM \\\"positions\\\" AS p\\n  JOIN \\\"ranked\\\" AS l\\n    ON l.\\\"sc_w\\\" = p.\\\"sc_w\\\"\\n   AND l.\\\"rn\\\" = p.\\\"lower_rn\\\"\\n  JOIN \\\"ranked\\\" AS u\\n    ON u.\\\"sc_w\\\" = p.\\\"sc_w\\\"\\n   AND u.\\\"rn\\\" = p.\\\"upper_rn\\\"\\n)\\nSELECT\\n  \\\"sc_w\\\",\\n  CASE\\n    WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_measure\\\"\\n    ELSE \\\"lower_measure\\\" + ((\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_measure\\\" - \\\"lower_measure\\\"))\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sc_w\", \"percentile_measure\"], \"rows\": [{\"sc_w\": \"7\", \"percentile_measure\": 1892.3}, {\"sc_w\": \"1\", \"percentile_measure\": 1882.7}, {\"sc_w\": \"14\", \"percentile_measure\": 1882.2}, {\"sc_w\": \"8\", \"percentile_measure\": 1874.0}, {\"sc_w\": \"2\", \"percentile_measure\": 1871.5}, {\"sc_w\": \"12\", \"percentile_measure\": 1859.1000000000001}, {\"sc_w\": \"9\", \"percentile_measure\": 1854.4}, {\"sc_w\": \"11\", \"percentile_measure\": 1846.9}, {\"sc_w\": \"4\", \"percentile_measure\": 1841.6000000000001}, {\"sc_w\": \"0\", \"percentile_measure\": 1841.1}, {\"sc_w\": \"10\", \"percentile_measure\": 1833.6000000000001}, {\"sc_w\": \"3\", \"percentile_measure\": 1815.8000000000002}, {\"sc_w\": \"6\", \"percentile_measure\": 1811.0000000000002}, {\"sc_w\": \"5\", \"percentile_measure\": 1807.0}, {\"sc_w\": \"17\", \"percentile_measure\": 1791.0}, {\"sc_w\": \"18\", \"percentile_measure\": 1789.5}, {\"sc_w\": \"13\", \"percentile_measure\": 1783.8000000000002}, {\"sc_w\": \"15\", \"percentile_measure\": 1735.0}, {\"sc_w\": \"16\", \"percentile_measure\": 1725.8}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.44}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a40abb788c39df8b804ee97c32ff9a4496e4a867
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:50:18.768129+00:00",
+  "ended_at": "2026-05-19T15:51:00.060428+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_92f1a12651f16c09",
+    "problem_id": "v2p_m10_be8df9d4626e2546",
+    "dataset_id": "m10",
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_concentration_consistency",
+    "intended_facet_id": "rare_target_concentration",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sc_w, measure_col=battery_power.",
+    "bindings": {
+      "group_col": "sc_w",
+      "measure_col": "battery_power",
+      "top_k": 19,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 1487.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=2/2",
+      "binding_index=84"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_92f1a12651f16c09.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_92f1a12651f16c09",
+    "api_calls": 0,
+    "input_tokens": 15255,
+    "cached_input_tokens": 14720,
+    "output_tokens": 2908,
+    "total_tokens": 18163,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 41276.62,
+    "sql_execution_elapsed_ms_total": 11.44,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..65b2b2bc4bd550adcad0b51405f1839dc5112e3a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:51:00.046837+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 41276.62, "started_at": "2026-05-19T15:50:18.769080+00:00", "ended_at": "2026-05-19T15:51:00.045730+00:00", "prompt_metrics": {"chars": 10693, "bytes_utf8": 10693, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 1831, "bytes_utf8": 1831, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15255, "cached_input_tokens": 14720, "output_tokens": 2908, "reasoning_output_tokens": 2288}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"sc_w\\\",\\n    CAST(\\\"battery_power\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"sc_w\\\"\\n      ORDER BY CAST(\\\"battery_power\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"sc_w\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"m10\\\"\\n  WHERE \\\"sc_w\\\" IS NOT NULL\\n    AND \\\"battery_power\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n  SELECT DISTINCT\\n    \\\"sc_w\\\",\\n    \\\"cnt\\\",\\n    ((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS \\\"pos\\\",\\n    CAST((((\\\"cnt\\\" - 1) * 0.9) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n    CAST((((\\\"cnt\\\" - 1) * 0.9) + 1.0) AS INTEGER)\\n      + CASE\\n          WHEN (((\\\"cnt\\\" - 1) * 0.9) + 1.0) > CAST((((\\\"cnt\\\" - 1) * 0.9) + 1.0) AS INTEGER) THEN 1\\n          ELSE 0\\n        END AS \\\"upper_rn\\\"\\n  FROM \\\"ranked\\\"\\n  WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    p.\\\"sc_w\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\",\\n    l.\\\"measure\\\" AS \\\"lo"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..076b55e5cda229513f2589892d0a311ecf95aa5a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_92f1a12651f16c09",
+  "api_calls": 0,
+  "input_tokens": 15255,
+  "cached_input_tokens": 14720,
+  "output_tokens": 2908,
+  "total_tokens": 18163,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 41276.62,
+  "sql_execution_elapsed_ms_total": 11.44,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_92f1a12651f16c09/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..121ee31a72b6d9ae77952ffcc0a2544700e09c41
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=price_range, measure_col=mobile_wt.
+Result preview: [{"price_range": "2", "group_value": 71807.0}, {"price_range": "0", "group_value": 70276.0}, {"price_range": "1", "group_value": 70255.0}, {"price_range": "3", "group_value": 68160.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e1987dc47919fe6e347079e92ef49079e4b5e7b1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/generated_sql.sql
@@ -0,0 +1,32 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_99d65127182e4c8e
+-- problem_id: v2p_m10_2b5ff8ec17260c31
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT
+        "price_range",
+        SUM(CAST("mobile_wt" AS REAL)) AS group_value
+    FROM "m10"
+    WHERE "price_range" IS NOT NULL
+      AND "price_range" <> ''
+      AND "mobile_wt" IS NOT NULL
+      AND "mobile_wt" <> ''
+    GROUP BY "price_range"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."price_range", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f46d3360bc1489da8a09a18dfcce7d18419aa20c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold.\nWITH grouped AS (\n    SELECT\n        \"price_range\",\n        SUM(CAST(\"mobile_wt\" AS REAL)) AS group_value\n    FROM \"m10\"\n    WHERE \"price_range\" IS NOT NULL\n      AND \"price_range\" <> ''\n      AND \"mobile_wt\" IS NOT NULL\n      AND \"mobile_wt\" <> ''\n    GROUP BY \"price_range\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"price_range\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold.\\nWITH grouped AS (\\n    SELECT\\n        \\\"price_range\\\",\\n        SUM(CAST(\\\"mobile_wt\\\" AS REAL)) AS group_value\\n    FROM \\\"m10\\\"\\n    WHERE \\\"price_range\\\" IS NOT NULL\\n      AND \\\"price_range\\\" <> ''\\n      AND \\\"mobile_wt\\\" IS NOT NULL\\n      AND \\\"mobile_wt\\\" <> ''\\n    GROUP BY \\\"price_range\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"price_range\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"price_range\", \"group_value\"], \"rows\": [{\"price_range\": \"2\", \"group_value\": 71807.0}, {\"price_range\": \"0\", \"group_value\": 70276.0}, {\"price_range\": \"1\", \"group_value\": 70255.0}, {\"price_range\": \"3\", \"group_value\": 68160.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.04}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2c4ca39dc7a141bde9b2bcd173a7b493e7ca9ac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:46:54.737530+00:00",
+  "ended_at": "2026-05-19T15:47:11.061564+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_99d65127182e4c8e",
+    "problem_id": "v2p_m10_2b5ff8ec17260c31",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=price_range, measure_col=mobile_wt.",
+    "bindings": {
+      "group_col": "price_range",
+      "measure_col": "mobile_wt",
+      "top_k": 19,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 160.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=2/2",
+      "binding_index=74"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_99d65127182e4c8e.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_99d65127182e4c8e",
+    "api_calls": 0,
+    "input_tokens": 15357,
+    "cached_input_tokens": 12032,
+    "output_tokens": 737,
+    "total_tokens": 16094,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 16315.66,
+    "sql_execution_elapsed_ms_total": 2.04,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..efa2ee6791cf610142ce68699ad4e31228603b3a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:47:11.057401+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16315.66, "started_at": "2026-05-19T15:46:54.740268+00:00", "ended_at": "2026-05-19T15:47:11.056055+00:00", "prompt_metrics": {"chars": 11076, "bytes_utf8": 11076, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 834, "bytes_utf8": 834, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15357, "cached_input_tokens": 12032, "output_tokens": 737, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold.\\nWITH grouped AS (\\n    SELECT\\n        \\\"price_range\\\",\\n        SUM(CAST(\\\"mobile_wt\\\" AS REAL)) AS group_value\\n    FROM \\\"m10\\\"\\n    WHERE \\\"price_range\\\" IS NOT NULL\\n      AND \\\"price_range\\\" <> ''\\n      AND \\\"mobile_wt\\\" IS NOT NULL\\n      AND \\\"mobile_wt\\\" <> ''\\n    GROUP BY \\\"price_range\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"price_range\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the requested Relative-to-Total Extreme Threshold template with group_col=\\\"price_range\\\" and measure_col=\\\"mobile_wt\\\". CAST to REAL and filtered NULL/empty TEXT values because the schema stores numeric fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b023a6ec7beba87912e77563de97e1be12001b64
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_99d65127182e4c8e",
+  "api_calls": 0,
+  "input_tokens": 15357,
+  "cached_input_tokens": 12032,
+  "output_tokens": 737,
+  "total_tokens": 16094,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 16315.66,
+  "sql_execution_elapsed_ms_total": 2.04,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_99d65127182e4c8e/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9bdaa2f28e054915/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9bdaa2f28e054915/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1553591375362b668c75575c2531ab3068783736
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9bdaa2f28e054915/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:05:51.250775+00:00",
+  "ended_at": "2026-05-19T16:05:59.445588+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_9bdaa2f28e054915",
+    "problem_id": "v2p_m10_c3b480ee96eed552",
+    "dataset_id": "m10",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=pc.",
+    "bindings": {
+      "group_col": "pc",
+      "top_k": 12,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2.2,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=1/2",
+      "binding_index=127"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9bdaa2f28e054915/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9bdaa2f28e054915/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c163349f69276d64a7964ea94c5f7a45563a4a25
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9bdaa2f28e054915/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:05:55.335030+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4082.18, "started_at": "2026-05-19T16:05:51.252077+00:00", "ended_at": "2026-05-19T16:05:55.334282+00:00", "prompt_metrics": {"chars": 10486, "bytes_utf8": 10486, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-851b-7f23-b56d-f16524eaf371\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:05:59.445503+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3108.86, "started_at": "2026-05-19T16:05:56.335911+00:00", "ended_at": "2026-05-19T16:05:59.444804+00:00", "prompt_metrics": {"chars": 10486, "bytes_utf8": 10486, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-98f7-7340-a02e-dad095a340bb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..919bec8134419d61cba55d30664bc5d8f28adc51
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=four_g, group_col_2=three_g.
+Result preview: [{"four_g": "1", "three_g": "1", "row_count": 304}, {"four_g": "0", "three_g": "1", "row_count": 139}, {"four_g": "0", "three_g": "0", "row_count": 137}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1dc341187dd0ac588f510735e05911811052719b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_m10_9e7d82122432ce89
+-- problem_id: v2p_m10_bde2368f859351b6
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", "three_g", COUNT(*) AS "row_count"
+FROM "m10"
+WHERE CAST("sc_h" AS REAL) >= 16.0
+GROUP BY "four_g", "three_g"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2b87dcddf679e56e15227c767b5e2698c20109ff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"four_g\", \"three_g\", COUNT(*) AS \"row_count\"\nFROM \"m10\"\nWHERE CAST(\"sc_h\" AS REAL) >= 16.0\nGROUP BY \"four_g\", \"three_g\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"four_g\\\", \\\"three_g\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"m10\\\"\\nWHERE CAST(\\\"sc_h\\\" AS REAL) >= 16.0\\nGROUP BY \\\"four_g\\\", \\\"three_g\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"four_g\", \"three_g\", \"row_count\"], \"rows\": [{\"four_g\": \"1\", \"three_g\": \"1\", \"row_count\": 304}, {\"four_g\": \"0\", \"three_g\": \"1\", \"row_count\": 139}, {\"four_g\": \"0\", \"three_g\": \"0\", \"row_count\": 137}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.75}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..41f7ebeb1b32d1397c30380faceb26ee1361d1f8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/run_manifest.json
@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:42:39.461627+00:00",
+  "ended_at": "2026-05-19T15:42:51.019155+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_9e7d82122432ce89",
+    "problem_id": "v2p_m10_bde2368f859351b6",
+    "dataset_id": "m10",
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=four_g, group_col_2=three_g.",
+    "bindings": {
+      "group_col": "four_g",
+      "group_col_2": "three_g",
+      "predicate_col": "sc_h",
+      "predicate_op": ">=",
+      "predicate_value": 16.0,
+      "top_k": 11,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 1615.25,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/1",
+      "binding_index=56"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_9e7d82122432ce89.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_9e7d82122432ce89",
+    "api_calls": 0,
+    "input_tokens": 15313,
+    "cached_input_tokens": 12032,
+    "output_tokens": 417,
+    "total_tokens": 15730,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11549.78,
+    "sql_execution_elapsed_ms_total": 1.75,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d34eac42fa775ae02ed6fd19c2ea49615f3f1c33
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:42:51.014644+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11549.78, "started_at": "2026-05-19T15:42:39.463260+00:00", "ended_at": "2026-05-19T15:42:51.013083+00:00", "prompt_metrics": {"chars": 10814, "bytes_utf8": 10814, "lines": 352, "estimated_tokens": null}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15313, "cached_input_tokens": 12032, "output_tokens": 417, "reasoning_output_tokens": 285}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"four_g\\\", \\\"three_g\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"m10\\\"\\nWHERE CAST(\\\"sc_h\\\" AS REAL) >= 16.0\\nGROUP BY \\\"four_g\\\", \\\"three_g\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"four_g\\\", group_col_2=\\\"three_g\\\", and predicate on \\\"sc_h\\\". Cast \\\"sc_h\\\" to REAL because the SQLite schema stores columns as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..27c2cc9698fb4fe0c0894537997db6d6e3fd2039
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_9e7d82122432ce89",
+  "api_calls": 0,
+  "input_tokens": 15313,
+  "cached_input_tokens": 12032,
+  "output_tokens": 417,
+  "total_tokens": 15730,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 11549.78,
+  "sql_execution_elapsed_ms_total": 1.75,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_9e7d82122432ce89/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b9822569384c7b542451b6d2a7c50c42cb289ce7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=wifi, measure_col=m_dep.
+Result preview: [{"wifi": "0", "group_value": 502.9}, {"wifi": "1", "group_value": 500.6}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..90c854b3faa043947b70d28207721adfe8781520
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_a9d3e2792159a360
+-- problem_id: v2p_m10_80b1f15472d904a5
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "wifi", SUM(CAST("m_dep" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "wifi"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."wifi", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..277bc6964c17ae9bc4ab12124146996cc38a9a23
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT \"wifi\", SUM(CAST(\"m_dep\" AS REAL)) AS group_value\n    FROM \"m10\"\n    GROUP BY \"wifi\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"wifi\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"wifi\\\", SUM(CAST(\\\"m_dep\\\" AS REAL)) AS group_value\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"wifi\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"wifi\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"wifi\", \"group_value\"], \"rows\": [{\"wifi\": \"0\", \"group_value\": 502.9}, {\"wifi\": \"1\", \"group_value\": 500.6}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.86}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e65bdec2e88a1adab552ceb3c5e6a39ad981d8c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:46:19.262952+00:00",
+  "ended_at": "2026-05-19T15:46:28.042675+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_a9d3e2792159a360",
+    "problem_id": "v2p_m10_80b1f15472d904a5",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=wifi, measure_col=m_dep.",
+    "bindings": {
+      "group_col": "wifi",
+      "measure_col": "m_dep",
+      "top_k": 13,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.8,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=1/2",
+      "binding_index=73"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a9d3e2792159a360.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_a9d3e2792159a360",
+    "api_calls": 0,
+    "input_tokens": 15352,
+    "cached_input_tokens": 12032,
+    "output_tokens": 330,
+    "total_tokens": 15682,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8773.9,
+    "sql_execution_elapsed_ms_total": 1.86,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bbff35adb6380f0d0b21d5cc44c58c172069d7a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:46:28.038868+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8773.9, "started_at": "2026-05-19T15:46:19.264118+00:00", "ended_at": "2026-05-19T15:46:28.038053+00:00", "prompt_metrics": {"chars": 11050, "bytes_utf8": 11050, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 589, "bytes_utf8": 589, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15352, "cached_input_tokens": 12032, "output_tokens": 330, "reasoning_output_tokens": 169}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"wifi\\\", SUM(CAST(\\\"m_dep\\\" AS REAL)) AS group_value\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"wifi\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"wifi\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the requested template with group_col=\\\"wifi\\\" and measure_col=\\\"m_dep\\\". Casted \\\"m_dep\\\" to REAL because the schema stores numeric-looking values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..df6adbeb92e206baf20cdfdda13fb5e4c777939c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_a9d3e2792159a360",
+  "api_calls": 0,
+  "input_tokens": 15352,
+  "cached_input_tokens": 12032,
+  "output_tokens": 330,
+  "total_tokens": 15682,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8773.9,
+  "sql_execution_elapsed_ms_total": 1.86,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_a9d3e2792159a360/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ad94182c5d94545a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ad94182c5d94545a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..bc0baf21aea751d4b98ccfe0faba4180f9146c58
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ad94182c5d94545a/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:52:29.480693+00:00",
+  "ended_at": "2026-05-19T15:52:36.625194+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_ad94182c5d94545a",
+    "problem_id": "v2p_m10_e236e17349c7f65b",
+    "dataset_id": "m10",
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_concentration_consistency",
+    "intended_facet_id": "rare_target_concentration",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=three_g, measure_col=fc.",
+    "bindings": {
+      "group_col": "three_g",
+      "measure_col": "fc",
+      "top_k": 16,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 5.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=2/2",
+      "binding_index=86"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ad94182c5d94545a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ad94182c5d94545a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a10598e3ec7a24b82df2bdc41f4d9b9a76597575
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ad94182c5d94545a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:52:32.320753+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2836.45, "started_at": "2026-05-19T15:52:29.482611+00:00", "ended_at": "2026-05-19T15:52:32.319103+00:00", "prompt_metrics": {"chars": 10674, "bytes_utf8": 10674, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f0-4946-76b0-94c5-0c0120e73c7b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T15:52:36.625041+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3301.13, "started_at": "2026-05-19T15:52:33.322538+00:00", "ended_at": "2026-05-19T15:52:36.623716+00:00", "prompt_metrics": {"chars": 10674, "bytes_utf8": 10674, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f0-5839-7be1-9621-70831a0009eb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f18ede4b660e33c9b8af0c4c0675a2fabed7f616
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=blue, measure_col=battery_power.
+Result preview: [{"blue": "0", "total_measure": 1245961.0}, {"blue": "1", "total_measure": 1231076.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..89b104e548e059c4134395507abd132d9f481c1e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_b3d232a7bf0872bb
+-- problem_id: v2p_m10_80884aa41d477caa
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "blue", SUM(CAST("battery_power" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "blue"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..421d057ed6edced90f91ce95b9853064c70d8082
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"blue\", SUM(CAST(\"battery_power\" AS REAL)) AS total_measure\nFROM \"m10\"\nGROUP BY \"blue\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"blue\\\", SUM(CAST(\\\"battery_power\\\" AS REAL)) AS total_measure\\nFROM \\\"m10\\\"\\nGROUP BY \\\"blue\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"blue\", \"total_measure\"], \"rows\": [{\"blue\": \"0\", \"total_measure\": 1245961.0}, {\"blue\": \"1\", \"total_measure\": 1231076.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.35}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..67bf9047401bc279d7b67ed7f252b56c8368706e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:28:29.579311+00:00",
+  "ended_at": "2026-05-19T15:28:38.354136+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_b3d232a7bf0872bb",
+    "problem_id": "v2p_m10_80884aa41d477caa",
+    "dataset_id": "m10",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_rank_order",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=blue, measure_col=battery_power.",
+    "bindings": {
+      "group_col": "blue",
+      "measure_col": "battery_power",
+      "top_k": 15,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 1487.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=2/2",
+      "binding_index=0"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b3d232a7bf0872bb.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_b3d232a7bf0872bb",
+    "api_calls": 0,
+    "input_tokens": 15216,
+    "cached_input_tokens": 12032,
+    "output_tokens": 308,
+    "total_tokens": 15524,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8769.37,
+    "sql_execution_elapsed_ms_total": 1.35,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e1e1d7b898504d837e3b2e9e8cec21774059696a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:28:38.350868+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8769.37, "started_at": "2026-05-19T15:28:29.580451+00:00", "ended_at": "2026-05-19T15:28:38.349847+00:00", "prompt_metrics": {"chars": 10515, "bytes_utf8": 10515, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15216, "cached_input_tokens": 12032, "output_tokens": 308, "reasoning_output_tokens": 215}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"blue\\\", SUM(CAST(\\\"battery_power\\\" AS REAL)) AS total_measure\\nFROM \\\"m10\\\"\\nGROUP BY \\\"blue\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"blue\\\" and measure_col=\\\"battery_power\\\". CAST is included because the schema snapshot stores columns as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9cb6ab554ad92850f46a4e9d4526b590819cba4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_b3d232a7bf0872bb",
+  "api_calls": 0,
+  "input_tokens": 15216,
+  "cached_input_tokens": 12032,
+  "output_tokens": 308,
+  "total_tokens": 15524,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8769.37,
+  "sql_execution_elapsed_ms_total": 1.35,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b3d232a7bf0872bb/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a11be05d401caac6d23efdbd41ffb131632998cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fc, measure_col=talk_time.
+Result preview: [{"fc": "17", "avg_measure": 13.166666666666666}, {"fc": "13", "avg_measure": 11.675}, {"fc": "6", "avg_measure": 11.571428571428571}, {"fc": "7", "avg_measure": 11.51}, {"fc": "8", "avg_measure": 11.35064935064935}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7e6d625c309977870d42fb7d80e92d7a49c86c13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_m10_b523c5c5ef9fb67f
+-- problem_id: v2p_m10_f677b83db542cace
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "fc",
+       AVG(CAST("talk_time" AS REAL)) OVER (PARTITION BY "fc") AS "avg_measure"
+FROM "m10"
+ORDER BY "avg_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..849fe9f24ce919291ef23487189a8234c022165c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fc\",\n       AVG(CAST(\"talk_time\" AS REAL)) OVER (PARTITION BY \"fc\") AS \"avg_measure\"\nFROM \"m10\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fc\\\",\\n       AVG(CAST(\\\"talk_time\\\" AS REAL)) OVER (PARTITION BY \\\"fc\\\") AS \\\"avg_measure\\\"\\nFROM \\\"m10\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"fc\", \"avg_measure\"], \"rows\": [{\"fc\": \"17\", \"avg_measure\": 13.166666666666666}, {\"fc\": \"13\", \"avg_measure\": 11.675}, {\"fc\": \"6\", \"avg_measure\": 11.571428571428571}, {\"fc\": \"7\", \"avg_measure\": 11.51}, {\"fc\": \"8\", \"avg_measure\": 11.35064935064935}, {\"fc\": \"3\", \"avg_measure\": 11.25294117647059}, {\"fc\": \"14\", \"avg_measure\": 11.25}, {\"fc\": \"2\", \"avg_measure\": 11.227513227513228}, {\"fc\": \"16\", \"avg_measure\": 11.125}, {\"fc\": \"0\", \"avg_measure\": 11.11603375527426}, {\"fc\": \"4\", \"avg_measure\": 11.105263157894736}, {\"fc\": \"9\", \"avg_measure\": 10.987179487179487}, {\"fc\": \"5\", \"avg_measure\": 10.820143884892087}, {\"fc\": \"10\", \"avg_measure\": 10.806451612903226}, {\"fc\": \"18\", \"avg_measure\": 10.636363636363637}, {\"fc\": \"11\", \"avg_measure\": 10.490196078431373}, {\"fc\": \"1\", \"avg_measure\": 10.379591836734694}, {\"fc\": \"12\", \"avg_measure\": 9.71111111111111}, {\"fc\": \"15\", \"avg_measure\": 9.173913043478262}, {\"fc\": \"19\", \"avg_measure\": 8.0}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.8}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..31e1179daa13708b24c0305563a846ea77243909
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:00.145485+00:00",
+  "ended_at": "2026-05-19T16:08:14.480076+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_b523c5c5ef9fb67f",
+    "problem_id": "v2p_m10_f677b83db542cace",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fc, measure_col=talk_time.",
+    "bindings": {
+      "group_col": "fc",
+      "measure_col": "talk_time",
+      "top_k": 18,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 14.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=138"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b523c5c5ef9fb67f.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_b523c5c5ef9fb67f",
+    "api_calls": 0,
+    "input_tokens": 15226,
+    "cached_input_tokens": 14720,
+    "output_tokens": 303,
+    "total_tokens": 15529,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13323.05,
+    "sql_execution_elapsed_ms_total": 4.8,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..efa73ba8ed97e020d7e96f3a5aac72e8d9f10d6b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:08:03.849784+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3702.46, "started_at": "2026-05-19T16:08:00.146567+00:00", "ended_at": "2026-05-19T16:08:03.849054+00:00", "prompt_metrics": {"chars": 10585, "bytes_utf8": 10585, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-7cb0-7da0-aea8-c2cbcff39092\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:08:14.473229+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9620.59, "started_at": "2026-05-19T16:08:04.851603+00:00", "ended_at": "2026-05-19T16:08:14.472237+00:00", "prompt_metrics": {"chars": 10585, "bytes_utf8": 10585, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 396, "bytes_utf8": 396, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15226, "cached_input_tokens": 14720, "output_tokens": 303, "reasoning_output_tokens": 198}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fc\\\",\\n       AVG(CAST(\\\"talk_time\\\" AS REAL)) OVER (PARTITION BY \\\"fc\\\") AS \\\"avg_measure\\\"\\nFROM \\\"m10\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"fc\\\" and measure_col=\\\"talk_time\\\". Cast \\\"talk_time\\\" to REAL because the schema stores values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..61a285771a06fd2c3a2529704123edc93464bb15
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_b523c5c5ef9fb67f",
+  "api_calls": 0,
+  "input_tokens": 15226,
+  "cached_input_tokens": 14720,
+  "output_tokens": 303,
+  "total_tokens": 15529,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 2,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 13323.05,
+  "sql_execution_elapsed_ms_total": 4.8,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b523c5c5ef9fb67f/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2eeedb8c28de4b5c9f559bcb5193998ef7689629
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=n_cores, measure_col=sc_w.
+Result preview: [{"n_cores": "7", "group_value": 1584.0}, {"n_cores": "5", "group_value": 1573.0}, {"n_cores": "4", "group_value": 1540.0}, {"n_cores": "8", "group_value": 1402.0}, {"n_cores": "1", "group_value": 1392.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8af1bf27b41717660d610f0c174ca6a68543e541
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_b891b5861ef28425
+-- problem_id: v2p_m10_e01b66a4953b14b4
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "n_cores", SUM(CAST("sc_w" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "n_cores"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."n_cores", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bad141831b2ab1b7d271e79abc8d4004540c0fe7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT \"n_cores\", SUM(CAST(\"sc_w\" AS REAL)) AS group_value\n    FROM \"m10\"\n    GROUP BY \"n_cores\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"n_cores\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"n_cores\\\", SUM(CAST(\\\"sc_w\\\" AS REAL)) AS group_value\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"n_cores\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"n_cores\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"n_cores\", \"group_value\"], \"rows\": [{\"n_cores\": \"7\", \"group_value\": 1584.0}, {\"n_cores\": \"5\", \"group_value\": 1573.0}, {\"n_cores\": \"4\", \"group_value\": 1540.0}, {\"n_cores\": \"8\", \"group_value\": 1402.0}, {\"n_cores\": \"1\", \"group_value\": 1392.0}, {\"n_cores\": \"6\", \"group_value\": 1384.0}, {\"n_cores\": \"2\", \"group_value\": 1348.0}, {\"n_cores\": \"3\", \"group_value\": 1311.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.89}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a9db60439c91ce67d4cf56d628ebfe495d26a6c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:49:33.247218+00:00",
+  "ended_at": "2026-05-19T15:49:43.861589+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_b891b5861ef28425",
+    "problem_id": "v2p_m10_e01b66a4953b14b4",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=n_cores, measure_col=sc_w.",
+    "bindings": {
+      "group_col": "n_cores",
+      "measure_col": "sc_w",
+      "top_k": 11,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 9.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=10",
+      "sql_variant_index=1/2",
+      "binding_index=81"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 10,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b891b5861ef28425.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_b891b5861ef28425",
+    "api_calls": 0,
+    "input_tokens": 15355,
+    "cached_input_tokens": 14720,
+    "output_tokens": 479,
+    "total_tokens": 15834,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10606.63,
+    "sql_execution_elapsed_ms_total": 1.89,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a6e81450a58ddcc881fc3dae725ebb7d938903e3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:49:43.857385+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10606.63, "started_at": "2026-05-19T15:49:33.249547+00:00", "ended_at": "2026-05-19T15:49:43.856220+00:00", "prompt_metrics": {"chars": 11054, "bytes_utf8": 11054, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 587, "bytes_utf8": 587, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15355, "cached_input_tokens": 14720, "output_tokens": 479, "reasoning_output_tokens": 311}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"n_cores\\\", SUM(CAST(\\\"sc_w\\\" AS REAL)) AS group_value\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"n_cores\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"n_cores\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the required template with group_col=\\\"n_cores\\\" and measure_col=\\\"sc_w\\\". \\\"sc_w\\\" is cast to REAL because the schema stores numeric fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..34d37ebc8c192b3bf03e560cca343141257f1c6b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_b891b5861ef28425",
+  "api_calls": 0,
+  "input_tokens": 15355,
+  "cached_input_tokens": 14720,
+  "output_tokens": 479,
+  "total_tokens": 15834,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10606.63,
+  "sql_execution_elapsed_ms_total": 1.89,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_b891b5861ef28425/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_bf5d0df0663319fe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_bf5d0df0663319fe/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed3d01443120a2d7a1594f64dd51531b7643fc51
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_bf5d0df0663319fe/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:23.593774+00:00",
+  "ended_at": "2026-05-19T16:08:30.309672+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_bf5d0df0663319fe",
+    "problem_id": "v2p_m10_4b22b4371a72bd47",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=four_g, measure_col=price_range.",
+    "bindings": {
+      "group_col": "four_g",
+      "measure_col": "price_range",
+      "top_k": 19,
+      "top_n": 7,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=2/2",
+      "binding_index=139"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_bf5d0df0663319fe/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_bf5d0df0663319fe/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fd4a5418e17d63444f0a0e671214ed08dc0142cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_bf5d0df0663319fe/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:08:26.252843+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2656.93, "started_at": "2026-05-19T16:08:23.595015+00:00", "ended_at": "2026-05-19T16:08:26.251967+00:00", "prompt_metrics": {"chars": 10597, "bytes_utf8": 10597, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-d835-7aa0-9e02-91d8b0d2f219\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:08:30.309583+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3054.66, "started_at": "2026-05-19T16:08:27.254136+00:00", "ended_at": "2026-05-19T16:08:30.308839+00:00", "prompt_metrics": {"chars": 10597, "bytes_utf8": 10597, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-e668-7a61-af4a-9226fc03b366\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_bfdfa7ef5973ad00/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_bfdfa7ef5973ad00/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8dde4306513d434a9089c6d05a54c522c32ef684
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_bfdfa7ef5973ad00/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:06:28.809250+00:00",
+  "ended_at": "2026-05-19T16:06:35.898668+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_bfdfa7ef5973ad00",
+    "problem_id": "v2p_m10_4f6413b991fafd89",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=wifi, measure_col=px_height.",
+    "bindings": {
+      "group_col": "wifi",
+      "measure_col": "px_height",
+      "top_k": 13,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 947.25,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=1/2",
+      "binding_index=133"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_bfdfa7ef5973ad00/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_bfdfa7ef5973ad00/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2b34cfc55805a50e6667f1b4aec68b531d9fa396
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_bfdfa7ef5973ad00/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:32.050160+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3238.81, "started_at": "2026-05-19T16:06:28.810641+00:00", "ended_at": "2026-05-19T16:06:32.049478+00:00", "prompt_metrics": {"chars": 10587, "bytes_utf8": 10587, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-17d8-72a2-91c3-54aee437439e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:06:35.898542+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2846.26, "started_at": "2026-05-19T16:06:33.051102+00:00", "ended_at": "2026-05-19T16:06:35.897397+00:00", "prompt_metrics": {"chars": 10587, "bytes_utf8": 10587, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-2853-7bd2-a1c7-9de977576e00\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2fc0e480ab62613704ffada5886cb195ba6c3351
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=price_range, condition_col=three_g.
+Result preview: [{"price_range": "2", "condition_rate": 0.774}, {"price_range": "3", "condition_rate": 0.77}, {"price_range": "1", "condition_rate": 0.756}, {"price_range": "0", "condition_rate": 0.746}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ca37464b5ae08333549856b42c2e7eb65cf09fb2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_c542231dab35e015
+-- problem_id: v2p_m10_d55f03db0c7ccf9c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "price_range",
+       AVG(CASE WHEN "three_g" = '1' THEN 1.0 ELSE 0.0 END) AS "condition_rate"
+FROM "m10"
+GROUP BY "price_range"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5f1ef14f85aab578c8ca9195e17a60bc2c3cad6b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"price_range\",\n       AVG(CASE WHEN \"three_g\" = '1' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"m10\"\nGROUP BY \"price_range\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"price_range\\\",\\n       AVG(CASE WHEN \\\"three_g\\\" = '1' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m10\\\"\\nGROUP BY \\\"price_range\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"price_range\", \"condition_rate\"], \"rows\": [{\"price_range\": \"2\", \"condition_rate\": 0.774}, {\"price_range\": \"3\", \"condition_rate\": 0.77}, {\"price_range\": \"1\", \"condition_rate\": 0.756}, {\"price_range\": \"0\", \"condition_rate\": 0.746}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.18}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7de82b68528bce91e6f6ef6106f8810ecd6f0c6c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:01:56.867966+00:00",
+  "ended_at": "2026-05-19T16:02:05.259085+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_c542231dab35e015",
+    "problem_id": "v2p_m10_d55f03db0c7ccf9c",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=price_range, condition_col=three_g.",
+    "bindings": {
+      "group_col": "price_range",
+      "condition_col": "three_g",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "0",
+      "top_k": 14,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 15.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/2",
+      "binding_index=104"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c542231dab35e015.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_c542231dab35e015",
+    "api_calls": 0,
+    "input_tokens": 15279,
+    "cached_input_tokens": 12032,
+    "output_tokens": 297,
+    "total_tokens": 15576,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8386.55,
+    "sql_execution_elapsed_ms_total": 1.18,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7822f5bfaba7c0603c94f1c7442dcabaa4f22d60
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:02:05.256672+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8386.55, "started_at": "2026-05-19T16:01:56.869340+00:00", "ended_at": "2026-05-19T16:02:05.255923+00:00", "prompt_metrics": {"chars": 10764, "bytes_utf8": 10764, "lines": 351, "estimated_tokens": null}, "response_metrics": {"chars": 337, "bytes_utf8": 337, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15279, "cached_input_tokens": 12032, "output_tokens": 297, "reasoning_output_tokens": 195}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"price_range\\\",\\n       AVG(CASE WHEN \\\"three_g\\\" = '1' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m10\\\"\\nGROUP BY \\\"price_range\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Computes the within-group proportion of records with three_g = '1' for each price_range.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd3967fff824b036d9cf889f7de1552ff91fb0a6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_c542231dab35e015",
+  "api_calls": 0,
+  "input_tokens": 15279,
+  "cached_input_tokens": 12032,
+  "output_tokens": 297,
+  "total_tokens": 15576,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8386.55,
+  "sql_execution_elapsed_ms_total": 1.18,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c542231dab35e015/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c44b9714f634e6a0920c0296f8f1964ae6fa7fd8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=four_g, group_col_2=sc_h.
+Result preview: [{"four_g": "1", "sc_h": "17", "row_count": 31}, {"four_g": "0", "sc_h": "12", "row_count": 28}, {"four_g": "1", "sc_h": "16", "row_count": 23}, {"four_g": "0", "sc_h": "17", "row_count": 22}, {"four_g": "0", "sc_h": "8", "row_count": 21}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f6fe6874816c811ce072c226f7c9a3c4b6e4b571
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_m10_c79df93e69816470
+-- problem_id: v2p_m10_5542ca72ff977dce
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", "sc_h", COUNT(*) AS row_count
+FROM "m10"
+WHERE CAST("px_height" AS REAL) >= 947.25
+GROUP BY "four_g", "sc_h"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e40da969fd2a22a7cce2a2f3fdd87fccd159a5c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"four_g\", \"sc_h\", COUNT(*) AS row_count\nFROM \"m10\"\nWHERE CAST(\"px_height\" AS REAL) >= 947.25\nGROUP BY \"four_g\", \"sc_h\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"four_g\\\", \\\"sc_h\\\", COUNT(*) AS row_count\\nFROM \\\"m10\\\"\\nWHERE CAST(\\\"px_height\\\" AS REAL) >= 947.25\\nGROUP BY \\\"four_g\\\", \\\"sc_h\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"four_g\", \"sc_h\", \"row_count\"], \"rows\": [{\"four_g\": \"1\", \"sc_h\": \"17\", \"row_count\": 31}, {\"four_g\": \"0\", \"sc_h\": \"12\", \"row_count\": 28}, {\"four_g\": \"1\", \"sc_h\": \"16\", \"row_count\": 23}, {\"four_g\": \"0\", \"sc_h\": \"17\", \"row_count\": 22}, {\"four_g\": \"0\", \"sc_h\": \"8\", \"row_count\": 21}, {\"four_g\": \"1\", \"sc_h\": \"18\", \"row_count\": 21}, {\"four_g\": \"1\", \"sc_h\": \"15\", \"row_count\": 20}, {\"four_g\": \"0\", \"sc_h\": \"15\", \"row_count\": 19}, {\"four_g\": \"1\", \"sc_h\": \"12\", \"row_count\": 19}, {\"four_g\": \"1\", \"sc_h\": \"9\", \"row_count\": 19}, {\"four_g\": \"0\", \"sc_h\": \"18\", \"row_count\": 18}, {\"four_g\": \"0\", \"sc_h\": \"7\", \"row_count\": 17}, {\"four_g\": \"1\", \"sc_h\": \"11\", \"row_count\": 17}, {\"four_g\": \"1\", \"sc_h\": \"7\", \"row_count\": 17}, {\"four_g\": \"0\", \"sc_h\": \"19\", \"row_count\": 16}, {\"four_g\": \"1\", \"sc_h\": \"10\", \"row_count\": 16}, {\"four_g\": \"1\", \"sc_h\": \"19\", \"row_count\": 16}, {\"four_g\": \"0\", \"sc_h\": \"10\", \"row_count\": 15}, {\"four_g\": \"0\", \"sc_h\": \"13\", \"row_count\": 15}, {\"four_g\": \"1\", \"sc_h\": \"13\", \"row_count\": 15}, {\"four_g\": \"0\", \"sc_h\": \"11\", \"row_count\": 14}, {\"four_g\": \"0\", \"sc_h\": \"14\", \"row_count\": 14}, {\"four_g\": \"0\", \"sc_h\": \"16\", \"row_count\": 14}, {\"four_g\": \"1\", \"sc_h\": \"8\", \"row_count\": 14}, {\"four_g\": \"0\", \"sc_h\": \"6\", \"row_count\": 12}, {\"four_g\": \"0\", \"sc_h\": \"5\", \"row_count\": 10}, {\"four_g\": \"1\", \"sc_h\": \"14\", \"row_count\": 10}, {\"four_g\": \"1\", \"sc_h\": \"6\", \"row_count\": 10}, {\"four_g\": \"1\", \"sc_h\": \"5\", \"row_count\": 9}, {\"four_g\": \"0\", \"sc_h\": \"9\", \"row_count\": 8}], \"row_count_returned\": 30, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.82}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..92ebabeb71d266933702115897081e1a239fddc4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/run_manifest.json
@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:42:01.581677+00:00",
+  "ended_at": "2026-05-19T15:42:11.275383+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_c79df93e69816470",
+    "problem_id": "v2p_m10_5542ca72ff977dce",
+    "dataset_id": "m10",
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=four_g, group_col_2=sc_h.",
+    "bindings": {
+      "group_col": "four_g",
+      "group_col_2": "sc_h",
+      "predicate_col": "px_height",
+      "predicate_op": ">=",
+      "predicate_value": 947.25,
+      "top_k": 13,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 9.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1",
+      "binding_index=53"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c79df93e69816470.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_c79df93e69816470",
+    "api_calls": 0,
+    "input_tokens": 15311,
+    "cached_input_tokens": 14720,
+    "output_tokens": 421,
+    "total_tokens": 15732,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 9685.17,
+    "sql_execution_elapsed_ms_total": 1.82,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dbb42a8fdc7bd04437deec9214700351c3517f5f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:42:11.270766+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9685.17, "started_at": "2026-05-19T15:42:01.583948+00:00", "ended_at": "2026-05-19T15:42:11.269158+00:00", "prompt_metrics": {"chars": 10810, "bytes_utf8": 10810, "lines": 352, "estimated_tokens": null}, "response_metrics": {"chars": 461, "bytes_utf8": 461, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15311, "cached_input_tokens": 14720, "output_tokens": 421, "reasoning_output_tokens": 294}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"four_g\\\", \\\"sc_h\\\", COUNT(*) AS row_count\\nFROM \\\"m10\\\"\\nWHERE CAST(\\\"px_height\\\" AS REAL) >= 947.25\\nGROUP BY \\\"four_g\\\", \\\"sc_h\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"four_g\\\", group_col_2=\\\"sc_h\\\", and predicate on \\\"px_height\\\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..1469fd91c00b8b69a5d5ba22387865b2ea9f835d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_c79df93e69816470",
+  "api_calls": 0,
+  "input_tokens": 15311,
+  "cached_input_tokens": 14720,
+  "output_tokens": 421,
+  "total_tokens": 15732,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 9685.17,
+  "sql_execution_elapsed_ms_total": 1.82,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c79df93e69816470/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1c8b6011ecd445341ff8079b8d1a2ef4df939da
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=clock_speed, measure_col=pc.
+Result preview: [{"clock_speed": "0.5", "group_value": 4157.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1d57804deb981239efedff020280c9bce960cc75
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/generated_sql.sql
@@ -0,0 +1,35 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_c8278c3d3ec60287
+-- problem_id: v2p_m10_e03d48768a41b293
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT
+    "clock_speed",
+    SUM(CAST("pc" AS REAL)) AS "group_value"
+  FROM "m10"
+  WHERE "clock_speed" IS NOT NULL
+    AND TRIM("clock_speed") <> ''
+    AND "pc" IS NOT NULL
+    AND TRIM("pc") <> ''
+  GROUP BY "clock_speed"
+),
+"total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT
+  g."clock_speed",
+  g."group_value"
+FROM "grouped" AS g
+CROSS JOIN "total" AS t
+WHERE g."group_value" > t."total_value" * 0.05
+ORDER BY g."group_value" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7829015e47aedabe516e62a9b25ed778b38e5036
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n  SELECT\n    \"clock_speed\",\n    SUM(CAST(\"pc\" AS REAL)) AS \"group_value\"\n  FROM \"m10\"\n  WHERE \"clock_speed\" IS NOT NULL\n    AND TRIM(\"clock_speed\") <> ''\n    AND \"pc\" IS NOT NULL\n    AND TRIM(\"pc\") <> ''\n  GROUP BY \"clock_speed\"\n),\n\"total\" AS (\n  SELECT SUM(\"group_value\") AS \"total_value\"\n  FROM \"grouped\"\n)\nSELECT\n  g.\"clock_speed\",\n  g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n  SELECT\\n    \\\"clock_speed\\\",\\n    SUM(CAST(\\\"pc\\\" AS REAL)) AS \\\"group_value\\\"\\n  FROM \\\"m10\\\"\\n  WHERE \\\"clock_speed\\\" IS NOT NULL\\n    AND TRIM(\\\"clock_speed\\\") <> ''\\n    AND \\\"pc\\\" IS NOT NULL\\n    AND TRIM(\\\"pc\\\") <> ''\\n  GROUP BY \\\"clock_speed\\\"\\n),\\n\\\"total\\\" AS (\\n  SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n  FROM \\\"grouped\\\"\\n)\\nSELECT\\n  g.\\\"clock_speed\\\",\\n  g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\", \"columns\": [\"clock_speed\", \"group_value\"], \"rows\": [{\"clock_speed\": \"0.5\", \"group_value\": 4157.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.88}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b48e899cac1c31c47e3beb98d73778367e413ccb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:47:45.466180+00:00",
+  "ended_at": "2026-05-19T15:48:00.846228+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_c8278c3d3ec60287",
+    "problem_id": "v2p_m10_e03d48768a41b293",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=clock_speed, measure_col=pc.",
+    "bindings": {
+      "group_col": "clock_speed",
+      "measure_col": "pc",
+      "top_k": 16,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 13.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=2/2",
+      "binding_index=76"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c8278c3d3ec60287.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_c8278c3d3ec60287",
+    "api_calls": 0,
+    "input_tokens": 15353,
+    "cached_input_tokens": 14720,
+    "output_tokens": 769,
+    "total_tokens": 16122,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 15371.36,
+    "sql_execution_elapsed_ms_total": 2.88,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c3c7684975e75e77b5507c4565c39eedada4fa4d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:48:00.841092+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15371.36, "started_at": "2026-05-19T15:47:45.468216+00:00", "ended_at": "2026-05-19T15:48:00.839621+00:00", "prompt_metrics": {"chars": 11061, "bytes_utf8": 11061, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 858, "bytes_utf8": 858, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15353, "cached_input_tokens": 14720, "output_tokens": 769, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n  SELECT\\n    \\\"clock_speed\\\",\\n    SUM(CAST(\\\"pc\\\" AS REAL)) AS \\\"group_value\\\"\\n  FROM \\\"m10\\\"\\n  WHERE \\\"clock_speed\\\" IS NOT NULL\\n    AND TRIM(\\\"clock_speed\\\") <> ''\\n    AND \\\"pc\\\" IS NOT NULL\\n    AND TRIM(\\\"pc\\\") <> ''\\n  GROUP BY \\\"clock_speed\\\"\\n),\\n\\\"total\\\" AS (\\n  SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n  FROM \\\"grouped\\\"\\n)\\nSELECT\\n  g.\\\"clock_speed\\\",\\n  g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the planned Relative-to-Total Extreme Threshold template with group_col=\\\"clock_speed\\\", measure_col=\\\"pc\\\", and fraction_threshold=0.05. Used CAST(\\\"pc\\\" AS REAL) because the schema stores numeric-looking fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..07e975add0b948bd03c5239f2eb7ac8fa088006c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_c8278c3d3ec60287",
+  "api_calls": 0,
+  "input_tokens": 15353,
+  "cached_input_tokens": 14720,
+  "output_tokens": 769,
+  "total_tokens": 16122,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 15371.36,
+  "sql_execution_elapsed_ms_total": 2.88,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_c8278c3d3ec60287/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7f25473b8bfc6dfa321c64f7f66d00cb718d665a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "1", "support": 1006, "support_share": 0.503, "support_rank": 1}, {"value_label": "0", "support": 994, "support_share": 0.497, "support_rank": 2}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..412b36fa690e5f49174e06c47b65801bd306d9b6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_ca4a868f28fe95c9
+-- problem_id: v2p_m10_173587068f85589c
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "touch_screen" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "touch_screen"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3b3057cde5328bf928fc4d827d8d1622b359c9af
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: m10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m10_ca4a868f28fe95c9\n-- problem_id: v2p_m10_173587068f85589c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"touch_screen\" AS value_label, COUNT(*) AS support\n    FROM \"m10\"\n    GROUP BY \"touch_screen\"\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: m10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m10_ca4a868f28fe95c9\\n-- problem_id: v2p_m10_173587068f85589c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"touch_screen\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"touch_screen\\\"\\n)\\nSELECT\\n    value_label,\\n    support,\\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"1\", \"support\": 1006, \"support_share\": 0.503, \"support_rank\": 1}, {\"value_label\": \"0\", \"support\": 994, \"support_share\": 0.497, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.79}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..607939d5e0a882099933f691015377527c1bf3b2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:44.635378+00:00",
+  "ended_at": "2026-05-19T16:08:44.636723+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_ca4a868f28fe95c9",
+    "problem_id": "v2p_m10_173587068f85589c",
+    "dataset_id": "m10",
+    "template_id": "tpl_cardinality_support_rank_profile",
+    "template_name": "Cardinality Support Rank Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "support_concentration",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=touch_screen.",
+    "bindings": {
+      "group_col": "touch_screen"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=11",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 11,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ca4a868f28fe95c9.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ca4a868f28fe95c9/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..43aef979a26f82977e1b45ea9d19417a523c84d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=four_g, group_col_2=sc_w.
+Result preview: [{"four_g": "0", "sc_w": "3", "row_count": 33}, {"four_g": "0", "sc_w": "1", "row_count": 28}, {"four_g": "1", "sc_w": "3", "row_count": 27}, {"four_g": "1", "sc_w": "1", "row_count": 25}, {"four_g": "1", "sc_w": "2", "row_count": 25}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3fadcd0b19afe8207b5754445372feff1440f210
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_m10_cc6bf4cc8362eb19
+-- problem_id: v2p_m10_1e7f18a7a6b43c2b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", "sc_w", COUNT(*) AS row_count
+FROM "m10"
+WHERE CAST("px_width" AS REAL) >= 1633.0
+GROUP BY "four_g", "sc_w"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3f835e699b76adb4e2f9c6fcffb1bf2112ac66db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"four_g\", \"sc_w\", COUNT(*) AS row_count\nFROM \"m10\"\nWHERE CAST(\"px_width\" AS REAL) >= 1633.0\nGROUP BY \"four_g\", \"sc_w\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"four_g\\\", \\\"sc_w\\\", COUNT(*) AS row_count\\nFROM \\\"m10\\\"\\nWHERE CAST(\\\"px_width\\\" AS REAL) >= 1633.0\\nGROUP BY \\\"four_g\\\", \\\"sc_w\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"four_g\", \"sc_w\", \"row_count\"], \"rows\": [{\"four_g\": \"0\", \"sc_w\": \"3\", \"row_count\": 33}, {\"four_g\": \"0\", \"sc_w\": \"1\", \"row_count\": 28}, {\"four_g\": \"1\", \"sc_w\": \"3\", \"row_count\": 27}, {\"four_g\": \"1\", \"sc_w\": \"1\", \"row_count\": 25}, {\"four_g\": \"1\", \"sc_w\": \"2\", \"row_count\": 25}, {\"four_g\": \"1\", \"sc_w\": \"4\", \"row_count\": 24}, {\"four_g\": \"1\", \"sc_w\": \"0\", \"row_count\": 23}, {\"four_g\": \"0\", \"sc_w\": \"0\", \"row_count\": 21}, {\"four_g\": \"1\", \"sc_w\": \"8\", \"row_count\": 21}, {\"four_g\": \"1\", \"sc_w\": \"5\", \"row_count\": 20}, {\"four_g\": \"1\", \"sc_w\": \"10\", \"row_count\": 19}, {\"four_g\": \"0\", \"sc_w\": \"4\", \"row_count\": 17}, {\"four_g\": \"0\", \"sc_w\": \"6\", \"row_count\": 17}, {\"four_g\": \"0\", \"sc_w\": \"10\", \"row_count\": 16}, {\"four_g\": \"0\", \"sc_w\": \"5\", \"row_count\": 15}, {\"four_g\": \"1\", \"sc_w\": \"6\", \"row_count\": 15}, {\"four_g\": \"0\", \"sc_w\": \"9\", \"row_count\": 14}, {\"four_g\": \"0\", \"sc_w\": \"2\", \"row_count\": 13}, {\"four_g\": \"0\", \"sc_w\": \"8\", \"row_count\": 13}, {\"four_g\": \"1\", \"sc_w\": \"11\", \"row_count\": 13}, {\"four_g\": \"0\", \"sc_w\": \"11\", \"row_count\": 11}, {\"four_g\": \"0\", \"sc_w\": \"7\", \"row_count\": 11}, {\"four_g\": \"1\", \"sc_w\": \"9\", \"row_count\": 11}, {\"four_g\": \"0\", \"sc_w\": \"13\", \"row_count\": 9}, {\"four_g\": \"1\", \"sc_w\": \"16\", \"row_count\": 8}, {\"four_g\": \"0\", \"sc_w\": \"14\", \"row_count\": 7}, {\"four_g\": \"1\", \"sc_w\": \"13\", \"row_count\": 7}, {\"four_g\": \"1\", \"sc_w\": \"15\", \"row_count\": 7}, {\"four_g\": \"1\", \"sc_w\": \"7\", \"row_count\": 7}, {\"four_g\": \"1\", \"sc_w\": \"12\", \"row_count\": 5}, {\"four_g\": \"1\", \"sc_w\": \"14\", \"row_count\": 5}, {\"four_g\": \"0\", \"sc_w\": \"12\", \"row_count\": 4}, {\"four_g\": \"0\", \"sc_w\": \"15\", \"row_count\": 3}, {\"four_g\": \"1\", \"sc_w\": \"17\", \"row_count\": 3}, {\"four_g\": \"0\", \"sc_w\": \"17\", \"row_count\": 2}, {\"four_g\": \"0\", \"sc_w\": \"16\", \"row_count\": 1}, {\"four_g\": \"1\", \"sc_w\": \"18\", \"row_count\": 1}], \"row_count_returned\": 37, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.09}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5c3d769862e511d1e69ba2b681c27a60d340292
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/run_manifest.json
@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:42:11.276481+00:00",
+  "ended_at": "2026-05-19T15:42:22.734422+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_cc6bf4cc8362eb19",
+    "problem_id": "v2p_m10_1e7f18a7a6b43c2b",
+    "dataset_id": "m10",
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=four_g, group_col_2=sc_w.",
+    "bindings": {
+      "group_col": "four_g",
+      "group_col_2": "sc_w",
+      "predicate_col": "px_width",
+      "predicate_op": ">=",
+      "predicate_value": 1633.0,
+      "top_k": 14,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 16.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/1",
+      "binding_index=54"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cc6bf4cc8362eb19.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_cc6bf4cc8362eb19",
+    "api_calls": 0,
+    "input_tokens": 15312,
+    "cached_input_tokens": 14720,
+    "output_tokens": 370,
+    "total_tokens": 15682,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11449.4,
+    "sql_execution_elapsed_ms_total": 2.09,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..edeeddfd47f69c95700aa092804866824c2ff50a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:42:22.729576+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11449.4, "started_at": "2026-05-19T15:42:11.278512+00:00", "ended_at": "2026-05-19T15:42:22.727956+00:00", "prompt_metrics": {"chars": 10811, "bytes_utf8": 10811, "lines": 352, "estimated_tokens": null}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15312, "cached_input_tokens": 14720, "output_tokens": 370, "reasoning_output_tokens": 241}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"four_g\\\", \\\"sc_w\\\", COUNT(*) AS row_count\\nFROM \\\"m10\\\"\\nWHERE CAST(\\\"px_width\\\" AS REAL) >= 1633.0\\nGROUP BY \\\"four_g\\\", \\\"sc_w\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"four_g\\\", group_col_2=\\\"sc_w\\\", and predicate on \\\"px_width\\\". Cast \\\"px_width\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ddabfc18eac40012137fe8403561210e54313947
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_cc6bf4cc8362eb19",
+  "api_calls": 0,
+  "input_tokens": 15312,
+  "cached_input_tokens": 14720,
+  "output_tokens": 370,
+  "total_tokens": 15682,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 11449.4,
+  "sql_execution_elapsed_ms_total": 2.09,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_cc6bf4cc8362eb19/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ed4bd8534b78cf8693df5d43724c2b8b16c64b2b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=px_width.
+Result preview: [{"px_width": 1998.0}, {"px_width": 1997.0}, {"px_width": 1996.0}, {"px_width": 1995.0}, {"px_width": 1995.0}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5010b3798cd638dc4715445cf372398b88258296
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/generated_sql.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_m10_d389a5b638843610
+-- problem_id: v2p_m10_4468a2ab46c51006
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+  SELECT CAST("px_width" AS REAL) AS "px_width",
+         NTILE(10) OVER (ORDER BY CAST("px_width" AS REAL) DESC) AS "tail_bucket"
+  FROM "m10"
+)
+SELECT "px_width"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY "px_width" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5148d23c45dec994d85d4b285aabbca6aafcad3d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n  SELECT CAST(\"px_width\" AS REAL) AS \"px_width\",\n         NTILE(10) OVER (ORDER BY CAST(\"px_width\" AS REAL) DESC) AS \"tail_bucket\"\n  FROM \"m10\"\n)\nSELECT \"px_width\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"px_width\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n  SELECT CAST(\\\"px_width\\\" AS REAL) AS \\\"px_width\\\",\\n         NTILE(10) OVER (ORDER BY CAST(\\\"px_width\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n  FROM \\\"m10\\\"\\n)\\nSELECT \\\"px_width\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"px_width\\\" DESC;\", \"columns\": [\"px_width\"], \"rows\": [{\"px_width\": 1998.0}, {\"px_width\": 1997.0}, {\"px_width\": 1996.0}, {\"px_width\": 1995.0}, {\"px_width\": 1995.0}, {\"px_width\": 1995.0}, {\"px_width\": 1994.0}, {\"px_width\": 1994.0}, {\"px_width\": 1992.0}, {\"px_width\": 1991.0}, {\"px_width\": 1990.0}, {\"px_width\": 1989.0}, {\"px_width\": 1989.0}, {\"px_width\": 1989.0}, {\"px_width\": 1988.0}, {\"px_width\": 1988.0}, {\"px_width\": 1988.0}, {\"px_width\": 1988.0}, {\"px_width\": 1988.0}, {\"px_width\": 1987.0}, {\"px_width\": 1987.0}, {\"px_width\": 1986.0}, {\"px_width\": 1985.0}, {\"px_width\": 1985.0}, {\"px_width\": 1985.0}, {\"px_width\": 1983.0}, {\"px_width\": 1983.0}, {\"px_width\": 1983.0}, {\"px_width\": 1983.0}, {\"px_width\": 1982.0}, {\"px_width\": 1981.0}, {\"px_width\": 1980.0}, {\"px_width\": 1980.0}, {\"px_width\": 1979.0}, {\"px_width\": 1977.0}, {\"px_width\": 1976.0}, {\"px_width\": 1976.0}, {\"px_width\": 1975.0}, {\"px_width\": 1975.0}, {\"px_width\": 1974.0}, {\"px_width\": 1974.0}, {\"px_width\": 1973.0}, {\"px_width\": 1972.0}, {\"px_width\": 1972.0}, {\"px_width\": 1970.0}, {\"px_width\": 1970.0}, {\"px_width\": 1970.0}, {\"px_width\": 1970.0}, {\"px_width\": 1968.0}, {\"px_width\": 1968.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.75}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..4253b13e871ea49b5bb1371c48d9f8e66141c117
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:44:07.399664+00:00",
+  "ended_at": "2026-05-19T15:44:47.492872+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_d389a5b638843610",
+    "problem_id": "v2p_m10_4468a2ab46c51006",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=px_width.",
+    "bindings": {
+      "measure_col": "px_width",
+      "top_k": 14,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 1633.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/1",
+      "binding_index=64"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d389a5b638843610.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_d389a5b638843610",
+    "api_calls": 0,
+    "input_tokens": 15271,
+    "cached_input_tokens": 12032,
+    "output_tokens": 569,
+    "total_tokens": 15840,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 40085.64,
+    "sql_execution_elapsed_ms_total": 3.75,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9f6a341820144df1920de61ebcd29c27ec0df354
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:44:47.487692+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 40085.64, "started_at": "2026-05-19T15:44:07.400840+00:00", "ended_at": "2026-05-19T15:44:47.486505+00:00", "prompt_metrics": {"chars": 10683, "bytes_utf8": 10683, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 538, "bytes_utf8": 538, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15271, "cached_input_tokens": 12032, "output_tokens": 569, "reasoning_output_tokens": 414}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n  SELECT CAST(\\\"px_width\\\" AS REAL) AS \\\"px_width\\\",\\n         NTILE(10) OVER (ORDER BY CAST(\\\"px_width\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n  FROM \\\"m10\\\"\\n)\\nSELECT \\\"px_width\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"px_width\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"px_width\\\" and num_tiles fixed at 10. Cast \\\"px_width\\\" to REAL because the SQLite schema stores numeric-looking values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f0d7f3acf69e2cd5d2c1e2796c3528ac44a06d4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_d389a5b638843610",
+  "api_calls": 0,
+  "input_tokens": 15271,
+  "cached_input_tokens": 12032,
+  "output_tokens": 569,
+  "total_tokens": 15840,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 40085.64,
+  "sql_execution_elapsed_ms_total": 3.75,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_d389a5b638843610/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..419e90d439eee3db661fab36b3b0e5e550d07596
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=clock_speed, measure_col=m_dep.
+Result preview: [{"clock_speed": "1.8", "pc": "4", "total_measure": 5.9, "share_within_group": 18.78980891719745}, {"clock_speed": "1.1", "pc": "14", "total_measure": 4.6, "share_within_group": 16.78832116788321}, {"clock_speed": "2.9", "pc": "8", "total_measure": 4.699999999999999, "share_within_group": 15.161290322580644}, {"clock_speed": "1.1", "pc": "7", "total_measure": 4.1, "share_within_group": 14.963503649635035}, {"clock_speed": "2.4", "pc": "9", "total_measure": 3.8000000000000003, "share_within_group": 14.50381679389313}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fc0d8c1ad9d366b2b77dae4e832ab7a148cb310f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_dc841f451044190b
+-- problem_id: v2p_m10_51c09428d906fafd
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "clock_speed", "pc",
+       SUM(CAST("m_dep" AS REAL)) AS total_measure,
+       SUM(CAST("m_dep" AS REAL)) * 100.0 / SUM(SUM(CAST("m_dep" AS REAL))) OVER (PARTITION BY "clock_speed") AS share_within_group
+FROM "m10"
+GROUP BY "clock_speed", "pc"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a8a64abc370529acae34c9e28d5c34f2e8e7358b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"clock_speed\", \"pc\",\n       SUM(CAST(\"m_dep\" AS REAL)) AS total_measure,\n       SUM(CAST(\"m_dep\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"m_dep\" AS REAL))) OVER (PARTITION BY \"clock_speed\") AS share_within_group\nFROM \"m10\"\nGROUP BY \"clock_speed\", \"pc\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"clock_speed\\\", \\\"pc\\\",\\n       SUM(CAST(\\\"m_dep\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"m_dep\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"m_dep\\\" AS REAL))) OVER (PARTITION BY \\\"clock_speed\\\") AS share_within_group\\nFROM \\\"m10\\\"\\nGROUP BY \\\"clock_speed\\\", \\\"pc\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"clock_speed\", \"pc\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"clock_speed\": \"1.8\", \"pc\": \"4\", \"total_measure\": 5.9, \"share_within_group\": 18.78980891719745}, {\"clock_speed\": \"1.1\", \"pc\": \"14\", \"total_measure\": 4.6, \"share_within_group\": 16.78832116788321}, {\"clock_speed\": \"2.9\", \"pc\": \"8\", \"total_measure\": 4.699999999999999, \"share_within_group\": 15.161290322580644}, {\"clock_speed\": \"1.1\", \"pc\": \"7\", \"total_measure\": 4.1, \"share_within_group\": 14.963503649635035}, {\"clock_speed\": \"2.4\", \"pc\": \"9\", \"total_measure\": 3.8000000000000003, \"share_within_group\": 14.50381679389313}, {\"clock_speed\": \"2.2\", \"pc\": \"2\", \"total_measure\": 4.3, \"share_within_group\": 13.915857605177994}, {\"clock_speed\": \"3.0\", \"pc\": \"3\", \"total_measure\": 2.0, \"share_within_group\": 13.88888888888889}, {\"clock_speed\": \"0.7\", \"pc\": \"9\", \"total_measure\": 4.0, \"share_within_group\": 12.944983818770226}, {\"clock_speed\": \"1.9\", \"pc\": \"14\", \"total_measure\": 3.9, \"share_within_group\": 12.62135922330097}, {\"clock_speed\": \"1.4\", \"pc\": \"2\", \"total_measure\": 4.5, \"share_within_group\": 12.295081967213115}, {\"clock_speed\": \"2.0\", \"pc\": \"3\", \"total_measure\": 3.8000000000000003, \"share_within_group\": 12.17948717948718}, {\"clock_speed\": \"2.9\", \"pc\": \"17\", \"total_measure\": 3.7, \"share_within_group\": 11.935483870967742}, {\"clock_speed\": \"1.2\", \"pc\": \"14\", \"total_measure\": 3.5, \"share_within_group\": 11.784511784511785}, {\"clock_speed\": \"0.9\", \"pc\": \"7\", \"total_measure\": 3.7, \"share_within_group\": 11.746031746031745}, {\"clock_speed\": \"0.6\", \"pc\": \"2\", \"total_measure\": 3.6, \"share_within_group\": 11.501597444089457}, {\"clock_speed\": \"2.4\", \"pc\": \"15\", \"total_measure\": 3.0, \"share_within_group\": 11.450381679389313}, {\"clock_speed\": \"2.7\", \"pc\": \"7\", \"total_measure\": 3.0, \"share_within_group\": 10.989010989010989}, {\"clock_speed\": \"0.9\", \"pc\": \"19\", \"total_measure\": 3.4, \"share_within_group\": 10.793650793650794}, {\"clock_speed\": \"1.2\", \"pc\": \"5\", \"total_measure\": 3.2, \"share_within_group\": 10.774410774410775}, {\"clock_speed\": \"2.2\", \"pc\": \"6\", \"total_measure\": 3.3, \"share_within_group\": 10.679611650485437}, {\"clock_speed\": \"2.6\", \"pc\": \"16\", \"total_measure\": 3.0, \"share_within_group\": 10.600706713780918}, {\"clock_speed\": \"2.0\", \"pc\": \"16\", \"total_measure\": 3.3, \"share_within_group\": 10.576923076923077}, {\"clock_speed\": \"1.3\", \"pc\": \"15\", \"total_measure\": 3.5, \"share_within_group\": 10.416666666666666}, {\"clock_speed\": \"3.0\", \"pc\": \"13\", \"total_measure\": 1.5, \"share_within_group\": 10.416666666666666}, {\"clock_speed\": \"1.5\", \"pc\": \"2\", \"total_measure\": 3.8, \"share_within_group\": 10.382513661202186}, {\"clock_speed\": \"0.7\", \"pc\": \"7\", \"total_measure\": 3.2, \"share_within_group\": 10.35598705501618}, {\"clock_speed\": \"2.4\", \"pc\": \"17\", \"total_measure\": 2.7, \"share_within_group\": 10.305343511450381}, {\"clock_speed\": \"2.6\", \"pc\": \"19\", \"total_measure\": 2.9, \"share_within_group\": 10.247349823321555}, {\"clock_speed\": \"1.3\", \"pc\": \"20\", \"total_measure\": 3.4, \"share_within_group\": 10.119047619047619}, {\"clock_speed\": \"1.3\", \"pc\": \"4\", \"total_measure\": 3.4, \"share_within_group\": 10.119047619047619}, {\"clock_speed\": \"1.5\", \"pc\": \"15\", \"total_measure\": 3.7, \"share_within_group\": 10.109289617486338}, {\"clock_speed\": \"0.9\", \"pc\": \"12\", \"total_measure\": 3.1, \"share_within_group\": 9.841269841269842}, {\"clock_speed\": \"1.9\", \"pc\": \"10\", \"total_measure\": 3.0, \"share_within_group\": 9.708737864077671}, {\"clock_speed\": \"2.2\", \"pc\": \"1\", \"total_measure\": 3.0, \"share_within_group\": 9.708737864077671}, {\"clock_speed\": \"0.6\", \"pc\": \"8\", \"total_measure\": 3.0, \"share_within_group\": 9.584664536741213}, {\"clock_speed\": \"1.8\", \"pc\": \"8\", \"total_measure\": 3.0, \"share_within_group\": 9.554140127388534}, {\"clock_speed\": \"2.1\", \"pc\": \"1\", \"total_measure\": 3.6, \"share_within_group\": 9.549071618037134}, {\"clock_speed\": \"2.1\", \"pc\": \"20\", \"total_measure\": 3.6, \"share_within_group\": 9.549071618037134}, {\"clock_speed\": \"2.5\", \"pc\": \"13\", \"total_measure\": 3.7, \"share_within_group\": 9.536082474226804}, {\"clock_speed\": \"2.5\", \"pc\": \"9\", \"total_measure\": 3.7, \"share_within_group\": 9.536082474226804}, {\"clock_speed\": \"1.3\", \"pc\": \"9\", \"total_measure\": 3.2, \"share_within_group\": 9.523809523809524}, {\"clock_speed\": \"1.0\", \"pc\": \"9\", \"total_measure\": 2.8, \"share_within_group\": 9.45945945945946}, {\"clock_speed\": \"0.8\", \"pc\": \"10\", \"total_measure\": 3.0, \"share_within_group\": 9.433962264150944}, {\"clock_speed\": \"2.2\", \"pc\": \"16\", \"total_measure\": 2.9, \"share_within_group\": 9.385113268608414}, {\"clock_speed\": \"2.6\", \"pc\": \"20\", \"total_measure\": 2.6, \"share_within_group\": 9.187279151943462}, {\"clock_speed\": \"2.7\", \"pc\": \"3\", \"total_measure\": 2.5, \"share_within_group\": 9.157509157509157}, {\"clock_speed\": \"2.8\", \"pc\": \"0\", \"total_measure\": 3.7, \"share_within_group\": 9.113300492610836}, {\"clock_speed\": \"2.8\", \"pc\": \"13\", \"total_measure\": 3.7, \"share_within_group\": 9.113300492610836}, {\"clock_speed\": \"1.9\", \"pc\": \"18\", \"total_measure\": 2.8, \"share_within_group\": 9.06148867313916}, {\"clock_speed\": \"3.0\", \"pc\": \"17\", \"total_measure\": 1.3, \"share_within_group\": 9.027777777777777}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.28}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ea349a49da81a61fe95f8fff56d1359339c7e57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:37:33.942021+00:00",
+  "ended_at": "2026-05-19T15:37:46.360136+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_dc841f451044190b",
+    "problem_id": "v2p_m10_51c09428d906fafd",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=clock_speed, measure_col=m_dep.",
+    "bindings": {
+      "group_col": "clock_speed",
+      "measure_col": "m_dep",
+      "item_col": "pc",
+      "top_k": 16,
+      "top_n": 7,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.7,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=2/2",
+      "binding_index=31"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_dc841f451044190b.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_dc841f451044190b",
+    "api_calls": 0,
+    "input_tokens": 15334,
+    "cached_input_tokens": 14720,
+    "output_tokens": 564,
+    "total_tokens": 15898,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12404.89,
+    "sql_execution_elapsed_ms_total": 7.28,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9fd0b189aba9c8dfc88909ecc1fbbd4345ec465a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:37:46.349585+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12404.89, "started_at": "2026-05-19T15:37:33.943026+00:00", "ended_at": "2026-05-19T15:37:46.347954+00:00", "prompt_metrics": {"chars": 10915, "bytes_utf8": 10915, "lines": 350, "estimated_tokens": null}, "response_metrics": {"chars": 569, "bytes_utf8": 569, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15334, "cached_input_tokens": 14720, "output_tokens": 564, "reasoning_output_tokens": 402}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"clock_speed\\\", \\\"pc\\\",\\n       SUM(CAST(\\\"m_dep\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"m_dep\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"m_dep\\\" AS REAL))) OVER (PARTITION BY \\\"clock_speed\\\") AS share_within_group\\nFROM \\\"m10\\\"\\nGROUP BY \\\"clock_speed\\\", \\\"pc\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"clock_speed\\\", item_col=\\\"pc\\\", and measure_col=\\\"m_dep\\\". CAST to REAL is used because the schema stores these columns as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ddb5a919766eee0258490694611b51ebc23f55f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_dc841f451044190b",
+  "api_calls": 0,
+  "input_tokens": 15334,
+  "cached_input_tokens": 14720,
+  "output_tokens": 564,
+  "total_tokens": 15898,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 12404.89,
+  "sql_execution_elapsed_ms_total": 7.28,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_dc841f451044190b/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b98cf061d773b5faad0e876bef03bfb1aef4338
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=price_range.
+Result preview: [{"empirical_cdf_at_threshold": 0.75}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c0032c7ad96b304869a246056c26d296c05df209
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/generated_sql.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_m10_e6a6bf40c91adcc4
+-- problem_id: v2p_m10_09ff4b8e25ee1680
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("price_range" AS REAL) <= 2.25 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "m10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..151b8e43b2371229544cf4ad05a1d26e3ccb0f54
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"price_range\" AS REAL) <= 2.25 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m10\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"price_range\\\" AS REAL) <= 2.25 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m10\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.75}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.13}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9dbb7f65dabb1c2f447a6ed008b8cb1393ac6cd9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:02:40.217392+00:00",
+  "ended_at": "2026-05-19T16:02:48.521349+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_e6a6bf40c91adcc4",
+    "problem_id": "v2p_m10_09ff4b8e25ee1680",
+    "dataset_id": "m10",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=price_range.",
+    "bindings": {
+      "measure_col": "price_range",
+      "top_k": 11,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2.25,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/1",
+      "binding_index=111"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_e6a6bf40c91adcc4.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_e6a6bf40c91adcc4",
+    "api_calls": 0,
+    "input_tokens": 15206,
+    "cached_input_tokens": 12032,
+    "output_tokens": 287,
+    "total_tokens": 15493,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8297.78,
+    "sql_execution_elapsed_ms_total": 1.13,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..67980fa3cea9e0f702cd5136c8200979a21d79aa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:02:48.517941+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8297.78, "started_at": "2026-05-19T16:02:40.218874+00:00", "ended_at": "2026-05-19T16:02:48.516688+00:00", "prompt_metrics": {"chars": 10452, "bytes_utf8": 10452, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 355, "bytes_utf8": 355, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15206, "cached_input_tokens": 12032, "output_tokens": 287, "reasoning_output_tokens": 185}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"price_range\\\" AS REAL) <= 2.25 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m10\\\";\",\"notes\":\"Applied the planned Threshold Rarity CDF template with measure_col bound to \\\"price_range\\\" and threshold 2.25. CAST to REAL because the schema stores values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..266147b4a515457360fe4fda7478493c1cedafeb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_e6a6bf40c91adcc4",
+  "api_calls": 0,
+  "input_tokens": 15206,
+  "cached_input_tokens": 12032,
+  "output_tokens": 287,
+  "total_tokens": 15493,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8297.78,
+  "sql_execution_elapsed_ms_total": 1.13,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_e6a6bf40c91adcc4/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_eba7f9694a7790f4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_eba7f9694a7790f4/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..398fcca5437fb1a7876ab6384bb9613cc7954e91
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_eba7f9694a7790f4/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:07:04.686204+00:00",
+  "ended_at": "2026-05-19T16:07:12.208497+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_eba7f9694a7790f4",
+    "problem_id": "v2p_m10_7a8d706a1e9f2251",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=blue, measure_col=ram.",
+    "bindings": {
+      "group_col": "blue",
+      "measure_col": "ram",
+      "top_k": 15,
+      "top_n": 7,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2682.04,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=2/2",
+      "binding_index=135"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_eba7f9694a7790f4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_eba7f9694a7790f4/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2b3ee02e553e56a49b990fac8991c1485904e3ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_eba7f9694a7790f4/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:07:08.024003+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3334.81, "started_at": "2026-05-19T16:07:04.688274+00:00", "ended_at": "2026-05-19T16:07:08.023127+00:00", "prompt_metrics": {"chars": 10581, "bytes_utf8": 10581, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-a3ea-74d0-9147-7c2b5fad43de\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:07:12.208378+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3182.46, "started_at": "2026-05-19T16:07:09.024915+00:00", "ended_at": "2026-05-19T16:07:12.207403+00:00", "prompt_metrics": {"chars": 10581, "bytes_utf8": 10581, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-b4da-75b1-aad7-78a27b3e189b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1acc21ce9d0c25f5f8727bdf4c4deef65e96e30e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "0", "support": 474, "support_share": 0.237, "cumulative_support": 474}, {"value_label": "1", "support": 245, "support_share": 0.1225, "cumulative_support": 719}, {"value_label": "2", "support": 189, "support_share": 0.0945, "cumulative_support": 908}, {"value_label": "3", "support": 170, "support_share": 0.085, "cumulative_support": 1078}, {"value_label": "5", "support": 139, "support_share": 0.0695, "cumulative_support": 1217}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..42336f4c21e37f9f39362ec9ad0ed753534c74ef
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_ebabae8180ee106e
+-- problem_id: v2p_m10_a73f56f24f727d39
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "fc" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "fc"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..28eecb433c8879f774f54f2d9dd9944b156e57f1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: m10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m10_ebabae8180ee106e\n-- problem_id: v2p_m10_a73f56f24f727d39\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"fc\" AS value_label, COUNT(*) AS support\n    FROM \"m10\"\n    GROUP BY \"fc\"\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: m10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m10_ebabae8180ee106e\\n-- problem_id: v2p_m10_a73f56f24f727d39\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"fc\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"fc\\\"\\n), ranked AS (\\n    SELECT\\n        value_label,\\n        support,\\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n    FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 474, \"support_share\": 0.237, \"cumulative_support\": 474}, {\"value_label\": \"1\", \"support\": 245, \"support_share\": 0.1225, \"cumulative_support\": 719}, {\"value_label\": \"2\", \"support\": 189, \"support_share\": 0.0945, \"cumulative_support\": 908}, {\"value_label\": \"3\", \"support\": 170, \"support_share\": 0.085, \"cumulative_support\": 1078}, {\"value_label\": \"5\", \"support\": 139, \"support_share\": 0.0695, \"cumulative_support\": 1217}, {\"value_label\": \"4\", \"support\": 133, \"support_share\": 0.0665, \"cumulative_support\": 1350}, {\"value_label\": \"6\", \"support\": 112, \"support_share\": 0.056, \"cumulative_support\": 1462}, {\"value_label\": \"7\", \"support\": 100, \"support_share\": 0.05, \"cumulative_support\": 1562}, {\"value_label\": \"9\", \"support\": 78, \"support_share\": 0.039, \"cumulative_support\": 1640}, {\"value_label\": \"8\", \"support\": 77, \"support_share\": 0.0385, \"cumulative_support\": 1717}, {\"value_label\": \"10\", \"support\": 62, \"support_share\": 0.031, \"cumulative_support\": 1779}, {\"value_label\": \"11\", \"support\": 51, \"support_share\": 0.0255, \"cumulative_support\": 1830}, {\"value_label\": \"12\", \"support\": 45, \"support_share\": 0.0225, \"cumulative_support\": 1875}, {\"value_label\": \"13\", \"support\": 40, \"support_share\": 0.02, \"cumulative_support\": 1915}, {\"value_label\": \"16\", \"support\": 24, \"support_share\": 0.012, \"cumulative_support\": 1939}, {\"value_label\": \"15\", \"support\": 23, \"support_share\": 0.0115, \"cumulative_support\": 1962}, {\"value_label\": \"14\", \"support\": 20, \"support_share\": 0.01, \"cumulative_support\": 1982}, {\"value_label\": \"18\", \"support\": 11, \"support_share\": 0.0055, \"cumulative_support\": 1993}, {\"value_label\": \"17\", \"support\": 6, \"support_share\": 0.003, \"cumulative_support\": 1999}, {\"value_label\": \"19\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 2000}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.31}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2eeb692abb4cf8aa96f582f385da81efd1e15b13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:44.591691+00:00",
+  "ended_at": "2026-05-19T16:08:44.593839+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_ebabae8180ee106e",
+    "problem_id": "v2p_m10_a73f56f24f727d39",
+    "dataset_id": "m10",
+    "template_id": "tpl_cardinality_distinct_share_profile",
+    "template_name": "Cardinality Distinct Share Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "value_imbalance_profile",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=fc.",
+    "bindings": {
+      "group_col": "fc"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ebabae8180ee106e.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ebabae8180ee106e/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ccdc8b47d4757d519d60075cb81aedaeb6e5a9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "17", "support": 193, "support_share": 0.0965, "cumulative_support": 193}, {"value_label": "12", "support": 157, "support_share": 0.0785, "cumulative_support": 350}, {"value_label": "7", "support": 151, "support_share": 0.0755, "cumulative_support": 501}, {"value_label": "14", "support": 143, "support_share": 0.0715, "cumulative_support": 644}, {"value_label": "16", "support": 143, "support_share": 0.0715, "cumulative_support": 787}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..de3048611b666c549e18c9c9c8f05e4b07a85da5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_ed8c8b4842b44854
+-- problem_id: v2p_m10_1c7772df71d10bc8
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "sc_h" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "sc_h"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..47358c5e2bdf70c784a8fb942a0585fecb729dcd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: m10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m10_ed8c8b4842b44854\n-- problem_id: v2p_m10_1c7772df71d10bc8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"sc_h\" AS value_label, COUNT(*) AS support\n    FROM \"m10\"\n    GROUP BY \"sc_h\"\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: m10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m10_ed8c8b4842b44854\\n-- problem_id: v2p_m10_1c7772df71d10bc8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"sc_h\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m10\\\"\\n    GROUP BY \\\"sc_h\\\"\\n), ranked AS (\\n    SELECT\\n        value_label,\\n        support,\\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n    FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"17\", \"support\": 193, \"support_share\": 0.0965, \"cumulative_support\": 193}, {\"value_label\": \"12\", \"support\": 157, \"support_share\": 0.0785, \"cumulative_support\": 350}, {\"value_label\": \"7\", \"support\": 151, \"support_share\": 0.0755, \"cumulative_support\": 501}, {\"value_label\": \"14\", \"support\": 143, \"support_share\": 0.0715, \"cumulative_support\": 644}, {\"value_label\": \"16\", \"support\": 143, \"support_share\": 0.0715, \"cumulative_support\": 787}, {\"value_label\": \"15\", \"support\": 135, \"support_share\": 0.0675, \"cumulative_support\": 922}, {\"value_label\": \"13\", \"support\": 131, \"support_share\": 0.0655, \"cumulative_support\": 1053}, {\"value_label\": \"11\", \"support\": 126, \"support_share\": 0.063, \"cumulative_support\": 1179}, {\"value_label\": \"10\", \"support\": 125, \"support_share\": 0.0625, \"cumulative_support\": 1304}, {\"value_label\": \"19\", \"support\": 124, \"support_share\": 0.062, \"cumulative_support\": 1428}, {\"value_label\": \"9\", \"support\": 124, \"support_share\": 0.062, \"cumulative_support\": 1552}, {\"value_label\": \"18\", \"support\": 120, \"support_share\": 0.06, \"cumulative_support\": 1672}, {\"value_label\": \"8\", \"support\": 117, \"support_share\": 0.0585, \"cumulative_support\": 1789}, {\"value_label\": \"6\", \"support\": 114, \"support_share\": 0.057, \"cumulative_support\": 1903}, {\"value_label\": \"5\", \"support\": 97, \"support_share\": 0.0485, \"cumulative_support\": 2000}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.28}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..85a3f4ee8e0fd1e5579e3218a01064948d12cbbf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:08:44.602156+00:00",
+  "ended_at": "2026-05-19T16:08:44.604209+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_ed8c8b4842b44854",
+    "problem_id": "v2p_m10_1c7772df71d10bc8",
+    "dataset_id": "m10",
+    "template_id": "tpl_cardinality_distinct_share_profile",
+    "template_name": "Cardinality Distinct Share Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "value_imbalance_profile",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=sc_h.",
+    "bindings": {
+      "group_col": "sc_h"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=8",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ed8c8b4842b44854.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ed8c8b4842b44854/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2cd26dac51c5970868340cacd392bd3fe4495652
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=talk_time.
+Result preview: [{"empirical_cdf_at_threshold": 0.7935}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4c32c4ce8d22d28911a7400f2b3fda7dbafbda52
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/generated_sql.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_m10_ee5c486b12e3c737
+-- problem_id: v2p_m10_f2ff3964839cd977
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("talk_time" AS REAL) <= 16.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "m10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..67085b92faa34d854de762d81cf62f9d3841981a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"talk_time\" AS REAL) <= 16.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m10\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"talk_time\\\" AS REAL) <= 16.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m10\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7935}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.08}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..aef36b0af0f72eb765538537e60cf54b691b5a3e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:02:32.633803+00:00",
+  "ended_at": "2026-05-19T16:02:40.216141+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_ee5c486b12e3c737",
+    "problem_id": "v2p_m10_f2ff3964839cd977",
+    "dataset_id": "m10",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=talk_time.",
+    "bindings": {
+      "measure_col": "talk_time",
+      "top_k": 10,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 16.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/1",
+      "binding_index=110"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ee5c486b12e3c737.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_ee5c486b12e3c737",
+    "api_calls": 0,
+    "input_tokens": 15206,
+    "cached_input_tokens": 12032,
+    "output_tokens": 223,
+    "total_tokens": 15429,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 7576.48,
+    "sql_execution_elapsed_ms_total": 1.08,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fb478e7ce38c9dded367ab059c1e180a116b18be
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:02:40.212850+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 7576.48, "started_at": "2026-05-19T16:02:32.635038+00:00", "ended_at": "2026-05-19T16:02:40.211541+00:00", "prompt_metrics": {"chars": 10449, "bytes_utf8": 10449, "lines": 346, "estimated_tokens": null}, "response_metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15206, "cached_input_tokens": 12032, "output_tokens": 223, "reasoning_output_tokens": 118}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"talk_time\\\" AS REAL) <= 16.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m10\\\";\",\"notes\":\"Applied the required Threshold Rarity CDF template with measure_col bound to \\\"talk_time\\\" and measure_threshold fixed at 16.0; cast to REAL because the schema stores values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..be176c9c6be97e9e6bcbc91515bc2d2c3fe18db7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_ee5c486b12e3c737",
+  "api_calls": 0,
+  "input_tokens": 15206,
+  "cached_input_tokens": 12032,
+  "output_tokens": 223,
+  "total_tokens": 15429,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 7576.48,
+  "sql_execution_elapsed_ms_total": 1.08,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_ee5c486b12e3c737/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..110327fc20f52531abd553ef41ad36eea8d6928e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=talk_time, condition_col=blue.
+Result preview: [{"talk_time": "11", "condition_rate": 0.5825242718446602}, {"talk_time": "3", "condition_rate": 0.5425531914893617}, {"talk_time": "6", "condition_rate": 0.5315315315315315}, {"talk_time": "4", "condition_rate": 0.5284552845528455}, {"talk_time": "10", "condition_rate": 0.5238095238095238}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8201a87084d16477418fb56524b52cb80c85d87b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_efcbe287a0cfe87e
+-- problem_id: v2p_m10_c29b108afb6c9171
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "talk_time",
+       AVG(CASE WHEN "blue" = '0' THEN 1 ELSE 0 END) AS condition_rate
+FROM "m10"
+GROUP BY "talk_time"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bfc68bde781d6f9ca83600a0ba730e3656f462a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"talk_time\",\n       AVG(CASE WHEN \"blue\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m10\"\nGROUP BY \"talk_time\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"talk_time\\\",\\n       AVG(CASE WHEN \\\"blue\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m10\\\"\\nGROUP BY \\\"talk_time\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"talk_time\", \"condition_rate\"], \"rows\": [{\"talk_time\": \"11\", \"condition_rate\": 0.5825242718446602}, {\"talk_time\": \"3\", \"condition_rate\": 0.5425531914893617}, {\"talk_time\": \"6\", \"condition_rate\": 0.5315315315315315}, {\"talk_time\": \"4\", \"condition_rate\": 0.5284552845528455}, {\"talk_time\": \"10\", \"condition_rate\": 0.5238095238095238}, {\"talk_time\": \"9\", \"condition_rate\": 0.52}, {\"talk_time\": \"13\", \"condition_rate\": 0.52}, {\"talk_time\": \"12\", \"condition_rate\": 0.5151515151515151}, {\"talk_time\": \"17\", \"condition_rate\": 0.5102040816326531}, {\"talk_time\": \"8\", \"condition_rate\": 0.5096153846153846}, {\"talk_time\": \"16\", \"condition_rate\": 0.5086206896551724}, {\"talk_time\": \"2\", \"condition_rate\": 0.5050505050505051}, {\"talk_time\": \"20\", \"condition_rate\": 0.5}, {\"talk_time\": \"14\", \"condition_rate\": 0.49504950495049505}, {\"talk_time\": \"7\", \"condition_rate\": 0.49193548387096775}, {\"talk_time\": \"18\", \"condition_rate\": 0.48}, {\"talk_time\": \"15\", \"condition_rate\": 0.46956521739130436}, {\"talk_time\": \"19\", \"condition_rate\": 0.46017699115044247}, {\"talk_time\": \"5\", \"condition_rate\": 0.3978494623655914}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.24}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..feb0e2864808157f1c8f322bf541abfe9e37284f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:00:40.787335+00:00",
+  "ended_at": "2026-05-19T16:00:51.239772+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_efcbe287a0cfe87e",
+    "problem_id": "v2p_m10_c29b108afb6c9171",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=talk_time, condition_col=blue.",
+    "bindings": {
+      "group_col": "talk_time",
+      "condition_col": "blue",
+      "condition_value": "0",
+      "positive_value": "0",
+      "negative_value": "1",
+      "top_k": 10,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 7.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/2",
+      "binding_index=100"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_efcbe287a0cfe87e.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_efcbe287a0cfe87e",
+    "api_calls": 0,
+    "input_tokens": 15277,
+    "cached_input_tokens": 12032,
+    "output_tokens": 346,
+    "total_tokens": 15623,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10447.85,
+    "sql_execution_elapsed_ms_total": 1.24,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..95918e5b1365a55a5abae8ad267315937b528ffb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:00:51.237182+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10447.85, "started_at": "2026-05-19T16:00:40.788491+00:00", "ended_at": "2026-05-19T16:00:51.236364+00:00", "prompt_metrics": {"chars": 10753, "bytes_utf8": 10753, "lines": 351, "estimated_tokens": null}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15277, "cached_input_tokens": 12032, "output_tokens": 346, "reasoning_output_tokens": 229}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"talk_time\\\",\\n       AVG(CASE WHEN \\\"blue\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m10\\\"\\nGROUP BY \\\"talk_time\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"talk_time\\\" and condition_col=\\\"blue\\\". Since the schema stores values as TEXT, the binary condition value is compared as the string literal '0'.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9b2117392dfb543b1b6b34835269babcfdb35f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_efcbe287a0cfe87e",
+  "api_calls": 0,
+  "input_tokens": 15277,
+  "cached_input_tokens": 12032,
+  "output_tokens": 346,
+  "total_tokens": 15623,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10447.85,
+  "sql_execution_elapsed_ms_total": 1.24,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_efcbe287a0cfe87e/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f77b605cdada1a97/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f77b605cdada1a97/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fcef3ef5a3987b1b451f39b815a158da47516c0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f77b605cdada1a97/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:06:43.066210+00:00",
+  "ended_at": "2026-05-19T16:06:50.588100+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_f77b605cdada1a97",
+    "problem_id": "v2p_m10_843bcd6a8f5e9ce0",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=price_range, measure_col=px_width.",
+    "bindings": {
+      "group_col": "price_range",
+      "measure_col": "px_width",
+      "top_k": 14,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 1633.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/2",
+      "binding_index=134"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f77b605cdada1a97/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f77b605cdada1a97/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c30a30c1a818705a4b2624b7adf3d897b2cf6ba1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f77b605cdada1a97/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:46.379004+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3310.33, "started_at": "2026-05-19T16:06:43.067840+00:00", "ended_at": "2026-05-19T16:06:46.378198+00:00", "prompt_metrics": {"chars": 10604, "bytes_utf8": 10604, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-4f93-7331-9063-5025bbf19021\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:06:50.587974+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3206.5, "started_at": "2026-05-19T16:06:47.380678+00:00", "ended_at": "2026-05-19T16:06:50.587231+00:00", "prompt_metrics": {"chars": 10604, "bytes_utf8": 10604, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-605a-7d62-83b3-d726414ee62f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8aad74a722e3cf674fa918065092fb48d9f06ed3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=clock_speed, measure_col=clock_speed.
+Result preview: [{"clock_speed": "2.8", "total_measure": 237.99999999999997}, {"clock_speed": "0.5", "total_measure": 206.5}, {"clock_speed": "2.5", "total_measure": 185.0}, {"clock_speed": "2.9", "total_measure": 179.79999999999998}, {"clock_speed": "2.3", "total_measure": 179.39999999999998}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d63737dd74978246d308c9b50c7aa2819dbd0b01
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_f8fb2f4a85e98d60
+-- problem_id: v2p_m10_9418a9f5517ab259
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "clock_speed", SUM(CAST("clock_speed" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "clock_speed"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..02796611b452dda70756c5d864f49f4e6f83a654
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"clock_speed\", SUM(CAST(\"clock_speed\" AS REAL)) AS total_measure\nFROM \"m10\"\nGROUP BY \"clock_speed\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"clock_speed\\\", SUM(CAST(\\\"clock_speed\\\" AS REAL)) AS total_measure\\nFROM \\\"m10\\\"\\nGROUP BY \\\"clock_speed\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"clock_speed\", \"total_measure\"], \"rows\": [{\"clock_speed\": \"2.8\", \"total_measure\": 237.99999999999997}, {\"clock_speed\": \"0.5\", \"total_measure\": 206.5}, {\"clock_speed\": \"2.5\", \"total_measure\": 185.0}, {\"clock_speed\": \"2.9\", \"total_measure\": 179.79999999999998}, {\"clock_speed\": \"2.3\", \"total_measure\": 179.39999999999998}, {\"clock_speed\": \"2.1\", \"total_measure\": 159.6}, {\"clock_speed\": \"2.7\", \"total_measure\": 148.5}, {\"clock_speed\": \"2.6\", \"total_measure\": 143.0}, {\"clock_speed\": \"2.4\", \"total_measure\": 139.2}, {\"clock_speed\": \"2.0\", \"total_measure\": 134.0}, {\"clock_speed\": \"2.2\", \"total_measure\": 129.8}, {\"clock_speed\": \"1.9\", \"total_measure\": 123.5}, {\"clock_speed\": \"1.6\", \"total_measure\": 121.60000000000001}, {\"clock_speed\": \"1.8\", \"total_measure\": 111.60000000000001}, {\"clock_speed\": \"1.7\", \"total_measure\": 102.0}, {\"clock_speed\": \"1.5\", \"total_measure\": 100.5}, {\"clock_speed\": \"1.4\", \"total_measure\": 98.0}, {\"clock_speed\": \"1.3\", \"total_measure\": 88.4}, {\"clock_speed\": \"3.0\", \"total_measure\": 84.0}, {\"clock_speed\": \"1.2\", \"total_measure\": 67.2}, {\"clock_speed\": \"1.0\", \"total_measure\": 61.0}, {\"clock_speed\": \"1.1\", \"total_measure\": 56.1}, {\"clock_speed\": \"0.9\", \"total_measure\": 52.2}, {\"clock_speed\": \"0.8\", \"total_measure\": 46.400000000000006}, {\"clock_speed\": \"0.7\", \"total_measure\": 44.8}, {\"clock_speed\": \"0.6\", \"total_measure\": 44.4}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.9}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..43e7ed29e18ded863c99a52a421296e3dbfc9ede
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:28:38.354850+00:00",
+  "ended_at": "2026-05-19T15:28:48.653316+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_f8fb2f4a85e98d60",
+    "problem_id": "v2p_m10_9418a9f5517ab259",
+    "dataset_id": "m10",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_rank_order",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=clock_speed, measure_col=clock_speed.",
+    "bindings": {
+      "group_col": "clock_speed",
+      "measure_col": "clock_speed",
+      "top_k": 11,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2.2,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=1/2",
+      "binding_index=1"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_f8fb2f4a85e98d60.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_f8fb2f4a85e98d60",
+    "api_calls": 0,
+    "input_tokens": 15217,
+    "cached_input_tokens": 0,
+    "output_tokens": 365,
+    "total_tokens": 15582,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10289.16,
+    "sql_execution_elapsed_ms_total": 2.9,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..260fc67b92dc54c8074edb6b63ff6718e21798fa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:28:48.647354+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10289.16, "started_at": "2026-05-19T15:28:38.356132+00:00", "ended_at": "2026-05-19T15:28:48.645325+00:00", "prompt_metrics": {"chars": 10520, "bytes_utf8": 10520, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15217, "cached_input_tokens": 0, "output_tokens": 365, "reasoning_output_tokens": 268}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"clock_speed\\\", SUM(CAST(\\\"clock_speed\\\" AS REAL)) AS total_measure\\nFROM \\\"m10\\\"\\nGROUP BY \\\"clock_speed\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped-sum template with group_col=\\\"clock_speed\\\" and measure_col=\\\"clock_speed\\\". CAST to REAL is included because the schema stores values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d571eb191d4c7a43de0e36bb02dcc715a7124a4b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_f8fb2f4a85e98d60",
+  "api_calls": 0,
+  "input_tokens": 15217,
+  "cached_input_tokens": 0,
+  "output_tokens": 365,
+  "total_tokens": 15582,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10289.16,
+  "sql_execution_elapsed_ms_total": 2.9,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_f8fb2f4a85e98d60/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6cab9bec58782f7054a3e6b30b96021f3c764fb2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=dual_sim, measure_col=px_height.
+Result preview: [{"dual_sim": "1", "group_value": 648105.0}, {"dual_sim": "0", "group_value": 642111.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5b7084583e5fa7519f44fef3e0f448d1635fc033
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_fc9e4f871c2e068d
+-- problem_id: v2p_m10_79582ff21022f236
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT "dual_sim", SUM(CAST("px_height" AS REAL)) AS "group_value"
+  FROM "m10"
+  GROUP BY "dual_sim"
+), "total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT g."dual_sim", g."group_value"
+FROM "grouped" AS g
+CROSS JOIN "total" AS t
+WHERE g."group_value" > t."total_value" * 0.1
+ORDER BY g."group_value" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3f4eb5072a40968eeb5e8f0898a7c3f3403cf07a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n  SELECT \"dual_sim\", SUM(CAST(\"px_height\" AS REAL)) AS \"group_value\"\n  FROM \"m10\"\n  GROUP BY \"dual_sim\"\n), \"total\" AS (\n  SELECT SUM(\"group_value\") AS \"total_value\"\n  FROM \"grouped\"\n)\nSELECT g.\"dual_sim\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n  SELECT \\\"dual_sim\\\", SUM(CAST(\\\"px_height\\\" AS REAL)) AS \\\"group_value\\\"\\n  FROM \\\"m10\\\"\\n  GROUP BY \\\"dual_sim\\\"\\n), \\\"total\\\" AS (\\n  SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n  FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"dual_sim\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\", \"columns\": [\"dual_sim\", \"group_value\"], \"rows\": [{\"dual_sim\": \"1\", \"group_value\": 648105.0}, {\"dual_sim\": \"0\", \"group_value\": 642111.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.64}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0e0100de077e66aee6e1bf0ebedfbfb8395e89e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T15:48:00.847163+00:00",
+  "ended_at": "2026-05-19T15:48:10.954680+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_fc9e4f871c2e068d",
+    "problem_id": "v2p_m10_79582ff21022f236",
+    "dataset_id": "m10",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=dual_sim, measure_col=px_height.",
+    "bindings": {
+      "group_col": "dual_sim",
+      "measure_col": "px_height",
+      "top_k": 12,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 947.25,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/2",
+      "binding_index=77"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_fc9e4f871c2e068d.sql",
+  "usage_summary": {
+    "dataset_id": "m10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m10_fc9e4f871c2e068d",
+    "api_calls": 0,
+    "input_tokens": 15355,
+    "cached_input_tokens": 14720,
+    "output_tokens": 466,
+    "total_tokens": 15821,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10100.14,
+    "sql_execution_elapsed_ms_total": 1.64,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..de034525e68df4b02c2d597bb817116a0657274b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:48:10.950599+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10100.14, "started_at": "2026-05-19T15:48:00.849268+00:00", "ended_at": "2026-05-19T15:48:10.949438+00:00", "prompt_metrics": {"chars": 11069, "bytes_utf8": 11069, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 672, "bytes_utf8": 672, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15355, "cached_input_tokens": 14720, "output_tokens": 466, "reasoning_output_tokens": 272}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n  SELECT \\\"dual_sim\\\", SUM(CAST(\\\"px_height\\\" AS REAL)) AS \\\"group_value\\\"\\n  FROM \\\"m10\\\"\\n  GROUP BY \\\"dual_sim\\\"\\n), \\\"total\\\" AS (\\n  SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n  FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"dual_sim\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"dual_sim\\\" and measure_col=\\\"px_height\\\". Cast \\\"px_height\\\" to REAL because the schema stores values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..618347bf65d257cf810d8e4c210cbe8f41ba4b6c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m10_fc9e4f871c2e068d",
+  "api_calls": 0,
+  "input_tokens": 15355,
+  "cached_input_tokens": 14720,
+  "output_tokens": 466,
+  "total_tokens": 15821,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10100.14,
+  "sql_execution_elapsed_ms_total": 1.64,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fc9e4f871c2e068d/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fed3d423af793cde/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fed3d423af793cde/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..18c73ab97248147f8bde16b706024090b33a14e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fed3d423af793cde/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "m10",
+  "started_at": "2026-05-19T16:06:21.298537+00:00",
+  "ended_at": "2026-05-19T16:06:28.808642+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m10_fed3d423af793cde",
+    "problem_id": "v2p_m10_ed3862dd9158dc07",
+    "dataset_id": "m10",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=touch_screen, measure_col=pc.",
+    "bindings": {
+      "group_col": "touch_screen",
+      "measure_col": "pc",
+      "top_k": 17,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 13.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=2/2",
+      "binding_index=132"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fed3d423af793cde/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fed3d423af793cde/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..25aad2cd337382474da355ca7249f88c35d51122
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/artifacts/v2q_m10_fed3d423af793cde/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:24.691121+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3390.57, "started_at": "2026-05-19T16:06:21.299766+00:00", "ended_at": "2026-05-19T16:06:24.690361+00:00", "prompt_metrics": {"chars": 10591, "bytes_utf8": 10591, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-fad3-7ef1-be5e-3ae8ad8b9e63\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:06:28.808549+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3114.57, "started_at": "2026-05-19T16:06:25.693145+00:00", "ended_at": "2026-05-19T16:06:28.807764+00:00", "prompt_metrics": {"chars": 10591, "bytes_utf8": 10591, "lines": 348, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-0ba5-7d43-84dd-871d39e054f1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0024c2a78a898412.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0024c2a78a898412.sql
new file mode 100644
index 0000000000000000000000000000000000000000..87dacfbefc9e099aa94d70ca0d082eba5eb2c083
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0024c2a78a898412.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_0024c2a78a898412
+-- problem_id: v2p_m10_e4ed0ff72a288028
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "mobile_wt",
+    COUNT(*) AS support,
+    AVG("m_dep") AS avg_response
+FROM "m10"
+GROUP BY "mobile_wt"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_01f2704572cc1ea9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_01f2704572cc1ea9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0009bc23088e2a365c711300595ad1497877b77d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_01f2704572cc1ea9.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_01f2704572cc1ea9
+-- problem_id: v2p_m10_3a432d4bb8186ff3
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "n_cores" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "n_cores"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_02473088168c1688.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_02473088168c1688.sql
new file mode 100644
index 0000000000000000000000000000000000000000..34d9e699af4874ba037e6bbee2749bbaad951ac0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_02473088168c1688.sql
@@ -0,0 +1,73 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_02473088168c1688
+-- problem_id: v2p_m10_176a936d140f470a
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "blue",
+    CAST("pc" AS REAL) AS "pc_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "blue"
+      ORDER BY CAST("pc" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "blue"
+    ) AS "cnt"
+  FROM "m10"
+  WHERE "blue" IS NOT NULL
+    AND "pc" IS NOT NULL
+),
+"targets" AS (
+  SELECT
+    "group_counts"."blue",
+    "group_counts"."cnt",
+    (1.0 + 0.9 * ("group_counts"."cnt" - 1)) AS "target_rn",
+    CAST((1.0 + 0.9 * ("group_counts"."cnt" - 1)) AS INTEGER) AS "lower_rn",
+    CAST((1.0 + 0.9 * ("group_counts"."cnt" - 1)) AS INTEGER) +
+      CASE
+        WHEN (1.0 + 0.9 * ("group_counts"."cnt" - 1)) > CAST((1.0 + 0.9 * ("group_counts"."cnt" - 1)) AS INTEGER) THEN 1
+        ELSE 0
+      END AS "upper_rn"
+  FROM (
+    SELECT
+      "blue",
+      MAX("cnt") AS "cnt"
+    FROM "ordered"
+    GROUP BY "blue"
+  ) AS "group_counts"
+  WHERE "group_counts"."cnt" >= 5
+),
+"picked" AS (
+  SELECT
+    o."blue",
+    t."target_rn",
+    t."lower_rn",
+    t."upper_rn",
+    MAX(CASE WHEN o."rn" = t."lower_rn" THEN o."pc_value" END) AS "lower_value",
+    MAX(CASE WHEN o."rn" = t."upper_rn" THEN o."pc_value" END) AS "upper_value"
+  FROM "ordered" AS o
+  JOIN "targets" AS t
+    ON o."blue" = t."blue"
+  GROUP BY
+    o."blue",
+    t."target_rn",
+    t."lower_rn",
+    t."upper_rn"
+)
+SELECT
+  "blue",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_value"
+    ELSE "lower_value" + ("target_rn" - "lower_rn") * ("upper_value" - "lower_value")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_024b6dfade6006ef.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_024b6dfade6006ef.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fc946a05700adf8e3f06faeb1f524936e761b429
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_024b6dfade6006ef.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_024b6dfade6006ef
+-- problem_id: v2p_m10_cabe7bb907faf806
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", SUM(CAST("mobile_wt" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "four_g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_08128d2224ba1fe7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_08128d2224ba1fe7.sql
new file mode 100644
index 0000000000000000000000000000000000000000..883f880760fd29408463aac2db53e11c1aad17ac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_08128d2224ba1fe7.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_m10_08128d2224ba1fe7
+-- problem_id: v2p_m10_99cdbe8b72476491
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "price_range",
+           SUM(CASE WHEN "price_range" = '0' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "price_range" = '1' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "m10"
+    GROUP BY "price_range"
+)
+SELECT "price_range",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0b9224f94410f843.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0b9224f94410f843.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3332dbd327ecded6d14cc53d8b8f0964ac72695d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0b9224f94410f843.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_m10_0b9224f94410f843
+-- problem_id: v2p_m10_ad68c31ef1c25b4e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", COUNT(*) AS row_count
+FROM "m10"
+GROUP BY "four_g"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0bde49f42a6f34e8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0bde49f42a6f34e8.sql
new file mode 100644
index 0000000000000000000000000000000000000000..58ebccfe6bb330e3bd4494d0d46864defac69144
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0bde49f42a6f34e8.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_m10_0bde49f42a6f34e8
+-- problem_id: v2p_m10_8421b47c15d810ec
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "fc", COUNT(*) AS "row_count"
+FROM "m10"
+GROUP BY "fc"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0c396a6af72ff036.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0c396a6af72ff036.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c47a4d822f91a92e2c3fbdc736ce5f8e72339c0a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0c396a6af72ff036.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_0c396a6af72ff036
+-- problem_id: v2p_m10_8663f0d38ec49fad
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "touch_screen",
+       AVG(CASE WHEN "four_g" = '0' THEN 1 ELSE 0 END) AS condition_rate
+FROM "m10"
+GROUP BY "touch_screen"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0d249ba089be7dcd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0d249ba089be7dcd.sql
new file mode 100644
index 0000000000000000000000000000000000000000..745772fdddac3ef7d342e2a6d25f5a676cbb6a8f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_0d249ba089be7dcd.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_m10_0d249ba089be7dcd
+-- problem_id: v2p_m10_4b48a03a08ad015e
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+  SELECT
+    "px_height",
+    NTILE(10) OVER (ORDER BY CAST("px_height" AS REAL) DESC) AS "tail_bucket"
+  FROM "m10"
+  WHERE "px_height" IS NOT NULL
+)
+SELECT "px_height"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY CAST("px_height" AS REAL) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1025860d399e98b2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1025860d399e98b2.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fc41a835c6cb75e1ba26475b20930bad8d9b9bd1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1025860d399e98b2.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_1025860d399e98b2
+-- problem_id: v2p_m10_dbf91b5012625ab8
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "pc" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "pc"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_10e58905a124d212.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_10e58905a124d212.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fc8eb7a15b193583904f7527c6d71fa6ad084590
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_10e58905a124d212.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_10e58905a124d212
+-- problem_id: v2p_m10_4254443331124f5c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "dual_sim",
+  CAST("px_height" AS INTEGER) AS "px_height",
+  SUM(CAST("mobile_wt" AS REAL)) AS total_measure,
+  SUM(CAST("mobile_wt" AS REAL)) * 100.0 / SUM(SUM(CAST("mobile_wt" AS REAL))) OVER (PARTITION BY "dual_sim") AS share_within_group
+FROM "m10"
+GROUP BY "dual_sim", CAST("px_height" AS INTEGER)
+ORDER BY share_within_group DESC
+LIMIT 12;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_10ebe8da27522d81.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_10ebe8da27522d81.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f702c50ee503b28149a2a1923da57e74b6c08426
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_10ebe8da27522d81.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_10ebe8da27522d81
+-- problem_id: v2p_m10_f0b323e888f95185
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "n_cores", SUM(CAST("pc" AS NUMERIC)) AS "total_measure"
+FROM "m10"
+GROUP BY "n_cores"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_10f483ff9d7d2429.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_10f483ff9d7d2429.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f2986c296aba5f07ca5e957f168a7bbb93b3e498
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_10f483ff9d7d2429.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_10f483ff9d7d2429
+-- problem_id: v2p_m10_d3c236348e9ab738
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "wifi", SUM(CAST("m_dep" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "wifi"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."wifi", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_112b1bcd95a29127.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_112b1bcd95a29127.sql
new file mode 100644
index 0000000000000000000000000000000000000000..317abed390d982077a66bb457a01ecea918e173a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_112b1bcd95a29127.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_m10_112b1bcd95a29127
+-- problem_id: v2p_m10_6a912d09e38c46d8
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", "talk_time", COUNT(*) AS row_count
+FROM "m10"
+WHERE CAST("ram" AS REAL) >= 3064.5
+GROUP BY "four_g", "talk_time"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_11676563e41fce18.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_11676563e41fce18.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0be687b0d241c3cde67e03cd1858b82cc1e56041
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_11676563e41fce18.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_11676563e41fce18
+-- problem_id: v2p_m10_273b0e814741f758
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "sc_w",
+       AVG(CASE WHEN "int_memory" = '14' THEN 1 ELSE 0 END) AS condition_rate
+FROM "m10"
+GROUP BY "sc_w"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1178107ddf5035df.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1178107ddf5035df.sql
new file mode 100644
index 0000000000000000000000000000000000000000..089f071c10bb1030a976d884e3b6e9113a26cf13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1178107ddf5035df.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_1178107ddf5035df
+-- problem_id: v2p_m10_5328a94d49cf7061
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "clock_speed" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "clock_speed"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_119495d38b276a0b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_119495d38b276a0b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7d84742e7d106f17a01678af0789efd96b3191bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_119495d38b276a0b.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_119495d38b276a0b
+-- problem_id: v2p_m10_c6f4148dcf6681b5
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "fc" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "fc"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_12258b9956c95e37.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_12258b9956c95e37.sql
new file mode 100644
index 0000000000000000000000000000000000000000..541c6f89fc52312eaf3d424641335ea141cd0330
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_12258b9956c95e37.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_m10_12258b9956c95e37
+-- problem_id: v2p_m10_a40409cfd35e096f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("clock_speed" AS REAL) <= 2.2 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "m10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_12826a90b9070fd6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_12826a90b9070fd6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6fae7c7f9cc48c59334f5e7e463e52f3855a1236
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_12826a90b9070fd6.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_12826a90b9070fd6
+-- problem_id: v2p_m10_a46bb28b345fa48b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "touch_screen",
+  "clock_speed",
+  SUM(CAST("price_range" AS REAL)) AS "total_measure",
+  SUM(CAST("price_range" AS REAL)) * 100.0 /
+    SUM(SUM(CAST("price_range" AS REAL))) OVER (PARTITION BY "touch_screen") AS "share_within_group"
+FROM "m10"
+GROUP BY "touch_screen", "clock_speed"
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_12d59e0f4b0bb0a8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_12d59e0f4b0bb0a8.sql
new file mode 100644
index 0000000000000000000000000000000000000000..23af8127c6626d5e640e94b57a7997ad420d2b80
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_12d59e0f4b0bb0a8.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_m10_12d59e0f4b0bb0a8
+-- problem_id: v2p_m10_e19fdf008a66a4de
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", "m_dep", COUNT(*) AS row_count
+FROM "m10"
+WHERE CAST("mobile_wt" AS REAL) >= 170.0
+GROUP BY "four_g", "m_dep"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_14cb40ca717f431e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_14cb40ca717f431e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f26092668f66a37f8a7a8528c4dd6abd9877d2c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_14cb40ca717f431e.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_conditional_contrast
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_14cb40ca717f431e
+-- problem_id: v2p_m10_ab99adddf96cadfe
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "clock_speed", SUM(CAST("clock_speed" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "clock_speed"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1502618ef1e507e6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1502618ef1e507e6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1620b72c38fe892c46d14784d8761afb0a24a616
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1502618ef1e507e6.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_1502618ef1e507e6
+-- problem_id: v2p_m10_7631a2446bf21fbf
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "sc_h",
+       AVG(CASE WHEN "price_range" = '0' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "m10"
+GROUP BY "sc_h"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_15257ddf85c4e420.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_15257ddf85c4e420.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0909949d8f45e81b4ca9aea681ad4666667ecb63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_15257ddf85c4e420.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_m10_15257ddf85c4e420
+-- problem_id: v2p_m10_484055a5fd2524f4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "blue", COUNT(*) AS row_count
+FROM "m10"
+GROUP BY "blue"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_157aa49adc727aed.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_157aa49adc727aed.sql
new file mode 100644
index 0000000000000000000000000000000000000000..976d4b5f18250d64d6ccc6cc34a339b2d3c9bd7f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_157aa49adc727aed.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_157aa49adc727aed
+-- problem_id: v2p_m10_4b8a616802c31b6e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "talk_time", "ram",
+       SUM(CAST("sc_w" AS REAL)) AS "total_measure",
+       SUM(CAST("sc_w" AS REAL)) * 100.0 / SUM(SUM(CAST("sc_w" AS REAL))) OVER (PARTITION BY "talk_time") AS "share_within_group"
+FROM "m10"
+GROUP BY "talk_time", "ram"
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1678b24dc29d1c14.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1678b24dc29d1c14.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1f2e24642abbbf2dffd998e366ce7a9234b2f919
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1678b24dc29d1c14.sql
@@ -0,0 +1,30 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_1678b24dc29d1c14
+-- problem_id: v2p_m10_6f019583ae262ff2
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT
+        "clock_speed",
+        SUM(CAST("pc" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "clock_speed"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT
+    g."clock_speed",
+    g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_17067a65666e8ec0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_17067a65666e8ec0.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9ac574eb2928e6f8ecee3889eb377a7f22a6bd95
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_17067a65666e8ec0.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_m10_17067a65666e8ec0
+-- problem_id: v2p_m10_cb0ff39ed22bf30c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "dual_sim",
+       AVG(CAST("sc_w" AS REAL)) OVER (PARTITION BY "dual_sim") AS avg_measure
+FROM "m10"
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_187ca60dcce7df22.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_187ca60dcce7df22.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9c73297b2cad36d198a1e0f9f561ac2b1742cb36
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_187ca60dcce7df22.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_187ca60dcce7df22
+-- problem_id: v2p_m10_62b32c515c3e36cf
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "wifi",
+       AVG(CASE WHEN "n_cores" = '7' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "m10"
+GROUP BY "wifi"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1f16c6b1d3faa5b3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1f16c6b1d3faa5b3.sql
new file mode 100644
index 0000000000000000000000000000000000000000..60a8b522c50dff378975eaea5f8e2636a67af4d2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_1f16c6b1d3faa5b3.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_1f16c6b1d3faa5b3
+-- problem_id: v2p_m10_b269e595be78cfc3
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "clock_speed" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "clock_speed"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_203ff8984f96cf28.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_203ff8984f96cf28.sql
new file mode 100644
index 0000000000000000000000000000000000000000..34ac4f280f3cf50e445ef9a20b7dcbe3c15c8798
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_203ff8984f96cf28.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_m10_203ff8984f96cf28
+-- problem_id: v2p_m10_4255bbee4a038871
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT CAST("ram" AS REAL) AS "ram",
+           NTILE(10) OVER (ORDER BY CAST("ram" AS REAL) DESC) AS "tail_bucket"
+    FROM "m10"
+)
+SELECT "ram"
+FROM buckets
+WHERE "tail_bucket" = 1
+ORDER BY "ram" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_25d795e351f80d2e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_25d795e351f80d2e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..dcf65eaa64a57f6b146e17ea730ab109845990ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_25d795e351f80d2e.sql
@@ -0,0 +1,67 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_25d795e351f80d2e
+-- problem_id: v2p_m10_e09e435ce30913b6
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "touch_screen",
+    CAST("m_dep" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "touch_screen"
+      ORDER BY CAST("m_dep" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "touch_screen"
+    ) AS "cnt"
+  FROM "m10"
+  WHERE "touch_screen" IS NOT NULL
+    AND "m_dep" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "touch_screen",
+    "cnt",
+    (0.95 * ("cnt" - 1)) + 1 AS "pos",
+    CAST((0.95 * ("cnt" - 1)) + 1 AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN ((0.95 * ("cnt" - 1)) + 1) = CAST((0.95 * ("cnt" - 1)) + 1 AS INTEGER)
+      THEN CAST((0.95 * ("cnt" - 1)) + 1 AS INTEGER)
+      ELSE CAST((0.95 * ("cnt" - 1)) + 1 AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "ranked"
+  WHERE "cnt" >= 5
+),
+"picked" AS (
+  SELECT
+    p."touch_screen",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn",
+    MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure" END) AS "lower_measure",
+    MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure" END) AS "upper_measure"
+  FROM "positions" AS p
+  JOIN "ranked" AS r
+    ON r."touch_screen" = p."touch_screen"
+  GROUP BY
+    p."touch_screen",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn"
+)
+SELECT
+  "touch_screen",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_measure"
+    ELSE "lower_measure" + ("pos" - "lower_rn") * ("upper_measure" - "lower_measure")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_26dd0d7e0eb2cd4f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_26dd0d7e0eb2cd4f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4c31293a4eecb5dbc7f1b86bd164fff2aee47d78
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_26dd0d7e0eb2cd4f.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_26dd0d7e0eb2cd4f
+-- problem_id: v2p_m10_5ecbcc4dfd1770ff
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "three_g",
+  CAST("battery_power" AS INTEGER) AS "battery_power",
+  SUM(CAST("talk_time" AS REAL)) AS "total_measure",
+  SUM(CAST("talk_time" AS REAL)) * 100.0 / SUM(SUM(CAST("talk_time" AS REAL))) OVER (PARTITION BY "three_g") AS "share_within_group"
+FROM "m10"
+GROUP BY
+  "three_g",
+  CAST("battery_power" AS INTEGER)
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_281d43c4fea5484e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_281d43c4fea5484e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a12b2e2c4fc3dd3980eaabeae2a629e44b4d8f24
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_281d43c4fea5484e.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_m10_281d43c4fea5484e
+-- problem_id: v2p_m10_010eb55b7bbd7310
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "blue",
+    COUNT(*) AS support
+FROM "m10"
+GROUP BY "blue"
+ORDER BY support ASC, "blue"
+LIMIT 15;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_28400ee68205a60b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_28400ee68205a60b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..734670e49b26a63f9e13b1839539583621cc4291
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_28400ee68205a60b.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_28400ee68205a60b
+-- problem_id: v2p_m10_2bbc8a39df1c5b0c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "pc",
+       AVG(CASE WHEN "wifi" = '0' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "m10"
+GROUP BY "pc"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_288ed2f25c28c057.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_288ed2f25c28c057.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fa1a8a2d9cd13de636fa66300ac33f49fa0cd741
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_288ed2f25c28c057.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_m10_288ed2f25c28c057
+-- problem_id: v2p_m10_439490f1c19d5705
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "dual_sim", COUNT(*) AS row_count
+FROM "m10"
+GROUP BY "dual_sim"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_29baa89b18950e14.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_29baa89b18950e14.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9edc9eb2e6a35baf44454ab54bf0fb5b61838af2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_29baa89b18950e14.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_m10_29baa89b18950e14
+-- problem_id: v2p_m10_0574786d48d16bb5
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+    SELECT
+        CAST("talk_time" AS REAL) AS "talk_time",
+        NTILE(10) OVER (ORDER BY CAST("talk_time" AS REAL) DESC) AS "tail_bucket"
+    FROM "m10"
+)
+SELECT "talk_time"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY "talk_time" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2a1b2ee34afa14d1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2a1b2ee34afa14d1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a484754e8ccf59ac926cc3b8b503eb59e0526b17
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2a1b2ee34afa14d1.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_m10_2a1b2ee34afa14d1
+-- problem_id: v2p_m10_12f07e6a04d944e1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "dual_sim",
+    COUNT(*) AS support
+FROM "m10"
+GROUP BY "dual_sim"
+ORDER BY support ASC, "dual_sim"
+LIMIT 17;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2a524c202092c6a4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2a524c202092c6a4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1dd7ec7c6fc314e1ff6c58e51ff58a52d2f9e001
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2a524c202092c6a4.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_2a524c202092c6a4
+-- problem_id: v2p_m10_7824810c12a3df33
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "price_range",
+  "int_memory",
+  SUM(CAST("clock_speed" AS REAL)) AS total_measure,
+  SUM(CAST("clock_speed" AS REAL)) * 100.0 / SUM(SUM(CAST("clock_speed" AS REAL))) OVER (PARTITION BY "price_range") AS share_within_group
+FROM "m10"
+GROUP BY "price_range", "int_memory"
+ORDER BY share_within_group DESC
+LIMIT 14;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2b7e543043c92957.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2b7e543043c92957.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b02171382fe721e41f79e3be8efef8304f13d92b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2b7e543043c92957.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_2b7e543043c92957
+-- problem_id: v2p_m10_28138b94809a9370
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "n_cores" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "n_cores"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2c4e56ef9b80be3b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2c4e56ef9b80be3b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3b437895b0bf5ebf46e8f177a25c66e3b414626e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2c4e56ef9b80be3b.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_2c4e56ef9b80be3b
+-- problem_id: v2p_m10_2312c8403d465c2f
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "px_width",
+    COUNT(*) AS support,
+    AVG("fc") AS avg_response
+FROM "m10"
+GROUP BY "px_width"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2da3525b24714e94.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2da3525b24714e94.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1d229d934ce6d55ea57d6941af1089c5c8e889f4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2da3525b24714e94.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_2da3525b24714e94
+-- problem_id: v2p_m10_544190f4ff0da7f9
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "three_g",
+  "battery_power",
+  SUM(CAST("talk_time" AS REAL)) AS total_measure,
+  SUM(CAST("talk_time" AS REAL)) * 100.0 / SUM(SUM(CAST("talk_time" AS REAL))) OVER (PARTITION BY "three_g") AS share_within_group
+FROM "m10"
+GROUP BY "three_g", "battery_power"
+ORDER BY share_within_group DESC
+LIMIT 11;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2eb3ee51de761fe6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2eb3ee51de761fe6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e4e8c3bce11b7f39b5f4856c6c834f8064b2c702
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2eb3ee51de761fe6.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_2eb3ee51de761fe6
+-- problem_id: v2p_m10_ca45024341edaf0b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "sc_w", "px_width",
+       SUM(CAST("sc_h" AS REAL)) AS total_measure,
+       SUM(CAST("sc_h" AS REAL)) * 100.0 / SUM(SUM(CAST("sc_h" AS REAL))) OVER (PARTITION BY "sc_w") AS share_within_group
+FROM "m10"
+GROUP BY "sc_w", "px_width"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2f76802b4067410f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2f76802b4067410f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..409ac63dfa3b3ece705f17c84df0a6c8f36354f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_2f76802b4067410f.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_2f76802b4067410f
+-- problem_id: v2p_m10_c4073eee2db1858c
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "touch_screen" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "touch_screen"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_305e32b6f5aa94a5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_305e32b6f5aa94a5.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1a26b64ad1f0336a0a0caf25a163ba07ab0cb30b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_305e32b6f5aa94a5.sql
@@ -0,0 +1,55 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_305e32b6f5aa94a5
+-- problem_id: v2p_m10_59ca75e9c847b755
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "price_range",
+    CAST("n_cores" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "price_range"
+      ORDER BY CAST("n_cores" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "price_range") AS "cnt"
+  FROM "m10"
+  WHERE "price_range" IS NOT NULL
+    AND "n_cores" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "price_range",
+    (0.95 * ("cnt" - 1) + 1.0) AS "pos",
+    CAST((0.95 * ("cnt" - 1) + 1.0) AS INTEGER) AS "lower_rn",
+    CAST((0.95 * ("cnt" - 1) + 1.0) AS INTEGER) + (((0.95 * ("cnt" - 1) + 1.0) > CAST((0.95 * ("cnt" - 1) + 1.0) AS INTEGER))) AS "upper_rn"
+  FROM "ordered"
+),
+"picked" AS (
+  SELECT
+    o."price_range",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn",
+    MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure" END) AS "lower_value",
+    MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure" END) AS "upper_value"
+  FROM "ordered" AS o
+  JOIN "positions" AS p
+    ON o."price_range" = p."price_range"
+  GROUP BY o."price_range", p."pos", p."lower_rn", p."upper_rn"
+)
+SELECT
+  "price_range",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_value"
+    ELSE "lower_value" + (("pos" - "lower_rn") * ("upper_value" - "lower_value"))
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_307eded8c7a01308.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_307eded8c7a01308.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ec8e51c2fe552386f709a9bf33aefd107ca13e91
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_307eded8c7a01308.sql
@@ -0,0 +1,40 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_307eded8c7a01308
+-- problem_id: v2p_m10_4b37c6c011a2a7f4
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    CAST("talk_time" AS NUMERIC) AS "talk_time",
+    CAST("clock_speed" AS NUMERIC) AS "clock_speed",
+    ROW_NUMBER() OVER (
+      PARTITION BY CAST("talk_time" AS NUMERIC)
+      ORDER BY CAST("clock_speed" AS NUMERIC)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY CAST("talk_time" AS NUMERIC)
+    ) AS "cnt"
+  FROM "m10"
+  WHERE "talk_time" IS NOT NULL
+    AND "clock_speed" IS NOT NULL
+),
+"percentile_points" AS (
+  SELECT
+    "talk_time",
+    "clock_speed" AS "percentile_measure"
+  FROM "ranked"
+  WHERE "rn" = CAST((("cnt" * 9) + 9) / 10 AS INTEGER)
+)
+SELECT
+  "talk_time",
+  "percentile_measure"
+FROM "percentile_points"
+ORDER BY "percentile_measure" DESC, "talk_time";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_30b36c86194f4dd3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_30b36c86194f4dd3.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0d4ece4732808682dee071d5fa5b0e731618843c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_30b36c86194f4dd3.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_m10_30b36c86194f4dd3
+-- problem_id: v2p_m10_0941414f3c31b7cc
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "dual_sim",
+    COUNT(*) AS "support"
+FROM "m10"
+GROUP BY "dual_sim"
+ORDER BY "support" ASC, "dual_sim"
+LIMIT 12;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_30ccad4ba192892f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_30ccad4ba192892f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6fc0ed24dcc95b9306c5ab0c4cb657fc0d39ef5c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_30ccad4ba192892f.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_30ccad4ba192892f
+-- problem_id: v2p_m10_5360213a47e252ec
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", "ram",
+       SUM(CAST("pc" AS REAL)) AS total_measure,
+       SUM(CAST("pc" AS REAL)) * 100.0 / SUM(SUM(CAST("pc" AS REAL))) OVER (PARTITION BY "four_g") AS share_within_group
+FROM "m10"
+GROUP BY "four_g", "ram"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_32b1c8c3b98ee06b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_32b1c8c3b98ee06b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d1a299c1d5414bb769ec059b84b1e49b5677b0f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_32b1c8c3b98ee06b.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_m10_32b1c8c3b98ee06b
+-- problem_id: v2p_m10_f311617008bd3ef7
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "fc",
+    COUNT(*) AS support
+FROM "m10"
+GROUP BY "fc"
+ORDER BY support ASC, "fc"
+LIMIT 18;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_354faee30e6b3bbf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_354faee30e6b3bbf.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b4f77ac5003a4d54c858f3677e394ed516c2ef21
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_354faee30e6b3bbf.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_354faee30e6b3bbf
+-- problem_id: v2p_m10_eaf378a37b032a8b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", "ram",
+       SUM(CAST("pc" AS REAL)) AS total_measure,
+       SUM(CAST("pc" AS REAL)) * 100.0 / SUM(SUM(CAST("pc" AS REAL))) OVER (PARTITION BY "four_g") AS share_within_group
+FROM "m10"
+GROUP BY "four_g", "ram"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_35677a138a50f89c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_35677a138a50f89c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4a522334f17ef8203396831c7a5183c6a20daf97
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_35677a138a50f89c.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_m10_35677a138a50f89c
+-- problem_id: v2p_m10_09cb32d673ff2c7b
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+  SELECT CAST("sc_h" AS REAL) AS "sc_h",
+         NTILE(10) OVER (ORDER BY CAST("sc_h" AS REAL) DESC) AS "tail_bucket"
+  FROM "m10"
+)
+SELECT "sc_h"
+FROM buckets
+WHERE "tail_bucket" = 1
+ORDER BY "sc_h" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_37f5ea616a5a6f3a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_37f5ea616a5a6f3a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..81703499abd7874c9899924d32bf9584e1404cd6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_37f5ea616a5a6f3a.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_m10_37f5ea616a5a6f3a
+-- problem_id: v2p_m10_ae58b4bb7199f4e1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "fc",
+    COUNT(*) AS "support"
+FROM "m10"
+GROUP BY "fc"
+ORDER BY "support" ASC, "fc"
+LIMIT 13;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_389b739ede748e03.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_389b739ede748e03.sql
new file mode 100644
index 0000000000000000000000000000000000000000..32ec350278f8a1bd32f62bd4e0f79d5b94068661
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_389b739ede748e03.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_389b739ede748e03
+-- problem_id: v2p_m10_8dc71d4e4367f0b9
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "price_range", SUM(CAST("mobile_wt" AS REAL)) AS "group_value"
+    FROM "m10"
+    GROUP BY "price_range"
+), total AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM grouped
+)
+SELECT g."price_range", g."group_value"
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g."group_value" > t."total_value" * 0.1
+ORDER BY g."group_value" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_38a53ef1a4270870.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_38a53ef1a4270870.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b6f75cc73bfa47f3614ed3036ba20dfb256e1615
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_38a53ef1a4270870.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_m10_38a53ef1a4270870
+-- problem_id: v2p_m10_80d9aebf661686d8
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT
+        "n_cores",
+        NTILE(10) OVER (ORDER BY CAST("n_cores" AS REAL) DESC) AS tail_bucket
+    FROM "m10"
+)
+SELECT "n_cores"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("n_cores" AS REAL) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3a15e805b1dee383.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3a15e805b1dee383.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4005dfaea624de7f362ace5212ba0111a00f27db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3a15e805b1dee383.sql
@@ -0,0 +1,36 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_3a15e805b1dee383
+-- problem_id: v2p_m10_77b84199b493f576
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "wifi",
+    CAST("mobile_wt" AS REAL) AS "mobile_wt_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "wifi"
+      ORDER BY CAST("mobile_wt" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "wifi") AS "cnt"
+  FROM "m10"
+  WHERE "wifi" IS NOT NULL
+    AND "mobile_wt" IS NOT NULL
+)
+SELECT
+  "wifi",
+  "mobile_wt_value" AS "percentile_measure"
+FROM "ranked"
+WHERE "rn" = CASE
+  WHEN (0.95 * "cnt") > CAST((0.95 * "cnt") AS INTEGER) THEN CAST((0.95 * "cnt") AS INTEGER) + 1
+  ELSE CAST((0.95 * "cnt") AS INTEGER)
+END
+  AND "cnt" >= 5
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3a2e252c2fadc7fe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3a2e252c2fadc7fe.sql
new file mode 100644
index 0000000000000000000000000000000000000000..367a833c570c3b5bd62657a5704ebd0d2f2a2407
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3a2e252c2fadc7fe.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_m10_3a2e252c2fadc7fe
+-- problem_id: v2p_m10_d4a8e7a863b6bd1f
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "talk_time",
+           SUM(CASE WHEN "n_cores" = '4' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "n_cores" = '7' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "m10"
+    GROUP BY "talk_time"
+)
+SELECT "talk_time",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3a92e044575d305f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3a92e044575d305f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9b7a36714e90ca3e3fa2e808c809a0e93342e1e7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3a92e044575d305f.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_m10_3a92e044575d305f
+-- problem_id: v2p_m10_a06a0b0ac4815717
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "sc_h",
+           SUM(CASE WHEN "dual_sim" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "dual_sim" = '0' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "m10"
+    GROUP BY "sc_h"
+)
+SELECT "sc_h",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3b9b9134e43fd53e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3b9b9134e43fd53e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6e576c234c8b452fdd1f4fda144728f3ad702ac7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3b9b9134e43fd53e.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_3b9b9134e43fd53e
+-- problem_id: v2p_m10_325aba69356a1f09
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "pc" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "pc"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3bb2f419914a2015.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3bb2f419914a2015.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2bb17fc156b2f598c035a6939ef72a5d0c1f1f03
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3bb2f419914a2015.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_3bb2f419914a2015
+-- problem_id: v2p_m10_145b039a21721aab
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "talk_time" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "talk_time"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3bbc1fea0232e27f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3bbc1fea0232e27f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..36ffdb3f792df95c467f4a574a3978c4141e3413
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3bbc1fea0232e27f.sql
@@ -0,0 +1,55 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_3bbc1fea0232e27f
+-- problem_id: v2p_m10_b1531f707f49b634
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "fc",
+    CAST("ram" AS REAL) AS "ram_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "fc"
+      ORDER BY CAST("ram" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "fc") AS "cnt"
+  FROM "m10"
+  WHERE "fc" IS NOT NULL
+    AND "ram" IS NOT NULL
+),
+"percentile_bounds" AS (
+  SELECT DISTINCT
+    "fc",
+    (1.0 + 0.95 * ("cnt" - 1)) AS "rank_value",
+    CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) AS "lower_rn",
+    CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) + (((1.0 + 0.95 * ("cnt" - 1)) > CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER))) AS "upper_rn"
+  FROM "ordered"
+),
+"picked" AS (
+  SELECT
+    o."fc",
+    pb."rank_value",
+    pb."lower_rn",
+    pb."upper_rn",
+    MAX(CASE WHEN o."rn" = pb."lower_rn" THEN o."ram_value" END) AS "lower_value",
+    MAX(CASE WHEN o."rn" = pb."upper_rn" THEN o."ram_value" END) AS "upper_value"
+  FROM "ordered" AS o
+  JOIN "percentile_bounds" AS pb
+    ON o."fc" = pb."fc"
+  GROUP BY o."fc", pb."rank_value", pb."lower_rn", pb."upper_rn"
+)
+SELECT
+  "fc",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_value"
+    ELSE "lower_value" + (("rank_value" - "lower_rn") * ("upper_value" - "lower_value"))
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3be8e0663ca1beee.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3be8e0663ca1beee.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2dfa3155b79b99525f489e804b60bd85d7626a71
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3be8e0663ca1beee.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_3be8e0663ca1beee
+-- problem_id: v2p_m10_a478b3ad69da8e83
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "n_cores", SUM(CAST("pc" AS NUMERIC)) AS total_measure
+FROM "m10"
+GROUP BY "n_cores"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3cc6e824bb9b7591.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3cc6e824bb9b7591.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3d0b6e91dd52dd4f96f7e767a45dd555b46e9ff1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3cc6e824bb9b7591.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_m10_3cc6e824bb9b7591
+-- problem_id: v2p_m10_f699e8adc1cc5d99
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "wifi", COUNT(*) AS "row_count"
+FROM "m10"
+GROUP BY "wifi"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3dc76210a2ffb9bc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3dc76210a2ffb9bc.sql
new file mode 100644
index 0000000000000000000000000000000000000000..433f7d441b460537a048511b1310bf119187a303
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3dc76210a2ffb9bc.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_m10_3dc76210a2ffb9bc
+-- problem_id: v2p_m10_9960de336c2100d5
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "n_cores",
+    COUNT(*) AS "support"
+FROM "m10"
+GROUP BY "n_cores"
+ORDER BY "support" ASC, "n_cores"
+LIMIT 16;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3e06d77fefa69205.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3e06d77fefa69205.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6332664cc3dcaddf72155eb250caf4a970b3ef43
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3e06d77fefa69205.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_3e06d77fefa69205
+-- problem_id: v2p_m10_c6e30f40993be2b8
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "fc", "px_width",
+       SUM(CAST("n_cores" AS REAL)) AS "total_measure",
+       SUM(CAST("n_cores" AS REAL)) * 100.0 / SUM(SUM(CAST("n_cores" AS REAL))) OVER (PARTITION BY "fc") AS "share_within_group"
+FROM "m10"
+GROUP BY "fc", "px_width"
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3e9f8cc2002dc7f1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3e9f8cc2002dc7f1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..96a7d4baae0aff064d222e9aec9016a7efe1de91
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_3e9f8cc2002dc7f1.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_m10_3e9f8cc2002dc7f1
+-- problem_id: v2p_m10_c0d67e9680969ff2
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT
+  "clock_speed",
+  AVG(CAST("sc_h" AS REAL)) OVER (PARTITION BY "clock_speed") AS avg_measure
+FROM "m10"
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_427f95a87bf25c6d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_427f95a87bf25c6d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c096a05a90a59f2f2ac706b2a36236cea597eee8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_427f95a87bf25c6d.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_427f95a87bf25c6d
+-- problem_id: v2p_m10_3dbcb2366e8d57a2
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "pc",
+       AVG(CASE WHEN "wifi" = '1' THEN 1 ELSE 0 END) AS condition_rate
+FROM "m10"
+GROUP BY "pc"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_44538378855de3fc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_44538378855de3fc.sql
new file mode 100644
index 0000000000000000000000000000000000000000..07bbdddd1947e293d230f1a757fc51d7f060bbfc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_44538378855de3fc.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_m10_44538378855de3fc
+-- problem_id: v2p_m10_16d25e4025606c03
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "sc_w",
+           SUM(CASE WHEN "four_g" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "four_g" = '0' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "m10"
+    GROUP BY "sc_w"
+)
+SELECT "sc_w",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_454cd87b279fa3c1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_454cd87b279fa3c1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..24174c05a785b84b2a795f043594a4be8d283921
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_454cd87b279fa3c1.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_454cd87b279fa3c1
+-- problem_id: v2p_m10_ae955bf58a5098df
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "battery_power",
+    COUNT(*) AS support,
+    AVG("m_dep") AS avg_response
+FROM "m10"
+GROUP BY "battery_power"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_479f4317c2f734d1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_479f4317c2f734d1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9002fbf41af17d4a042c4e398752df320d395924
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_479f4317c2f734d1.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_479f4317c2f734d1
+-- problem_id: v2p_m10_3a2ac2b878d80bd5
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "dual_sim", SUM(CAST("px_height" AS REAL)) AS "group_value"
+    FROM "m10"
+    GROUP BY "dual_sim"
+), total AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM grouped
+)
+SELECT g."dual_sim", g."group_value"
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g."group_value" > t."total_value" * 0.05
+ORDER BY g."group_value" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_47ab4f0d951dab4d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_47ab4f0d951dab4d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b239e2ca85e7dbb8cc4a8d8737eb6494e02b006d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_47ab4f0d951dab4d.sql
@@ -0,0 +1,42 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_47ab4f0d951dab4d
+-- problem_id: v2p_m10_4f5943fe857d8fc1
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "dual_sim",
+    CAST("px_width" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "dual_sim"
+      ORDER BY CAST("px_width" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "dual_sim") AS "cnt"
+  FROM "m10"
+  WHERE "dual_sim" IS NOT NULL
+    AND "px_width" IS NOT NULL
+),
+"scored" AS (
+  SELECT
+    "dual_sim",
+    "measure_value",
+    "rn",
+    MIN(CASE WHEN "rn" >= 0.95 * "cnt" THEN "rn" END) OVER (
+      PARTITION BY "dual_sim"
+    ) AS "target_rn"
+  FROM "ranked"
+)
+SELECT
+  "dual_sim",
+  "measure_value" AS "percentile_measure"
+FROM "scored"
+WHERE "rn" = "target_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_4c7aa77fc71e7600.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_4c7aa77fc71e7600.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bcb85d8fdc79fb9c570ae7d7509c79fac6ed6671
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_4c7aa77fc71e7600.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_4c7aa77fc71e7600
+-- problem_id: v2p_m10_27e143962b4e087d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "touch_screen", "clock_speed",
+       SUM(CAST("price_range" AS REAL)) AS total_measure,
+       SUM(CAST("price_range" AS REAL)) * 100.0 / SUM(SUM(CAST("price_range" AS REAL))) OVER (PARTITION BY "touch_screen") AS share_within_group
+FROM "m10"
+GROUP BY "touch_screen", "clock_speed"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_4c9fb7e19cfc42ff.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_4c9fb7e19cfc42ff.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3c599b1b2a041c97adcf5457e9b036efdd09280e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_4c9fb7e19cfc42ff.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_4c9fb7e19cfc42ff
+-- problem_id: v2p_m10_09e6b034c82aa00a
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT
+        "blue",
+        SUM(CAST("n_cores" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "blue"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."blue", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_4f1e12a7b0ef44b6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_4f1e12a7b0ef44b6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8f12b55f27e343eb5c44a03909a5748d70f10cc6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_4f1e12a7b0ef44b6.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_4f1e12a7b0ef44b6
+-- problem_id: v2p_m10_d13b91e17f57ff71
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "four_g", SUM(CAST("ram" AS REAL)) AS "group_value"
+    FROM "m10"
+    GROUP BY "four_g"
+), total AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM grouped
+)
+SELECT g."four_g", g."group_value"
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g."group_value" > t."total_value" * 0.05
+ORDER BY g."group_value" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_513ab70bafd29e85.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_513ab70bafd29e85.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6d44c3c7bfcaf764f81271d824d254ddd4ee57dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_513ab70bafd29e85.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_conditional_contrast
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_513ab70bafd29e85
+-- problem_id: v2p_m10_7294e9d3c360c7af
+-- realization_mode: agent
+-- source_kind: agent
+SELECT CAST("sc_h" AS INTEGER) AS "sc_h", SUM(CAST("px_width" AS REAL)) AS "total_measure"
+FROM "m10"
+GROUP BY CAST("sc_h" AS INTEGER)
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_51813e02aa4e63fc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_51813e02aa4e63fc.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d46d986ba32906d56602f6bf69306b99059b8c46
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_51813e02aa4e63fc.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_m10_51813e02aa4e63fc
+-- problem_id: v2p_m10_3ce0a205f03748e9
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "m_dep",
+    COUNT(*) AS "support"
+FROM "m10"
+GROUP BY "m_dep"
+ORDER BY "support" ASC, "m_dep"
+LIMIT 15;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_52b465ebb217bc99.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_52b465ebb217bc99.sql
new file mode 100644
index 0000000000000000000000000000000000000000..96ffcfae1529b7e98bf270b65717f97ee197daaa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_52b465ebb217bc99.sql
@@ -0,0 +1,32 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_52b465ebb217bc99
+-- problem_id: v2p_m10_810e3d5317d6201e
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "touch_screen",
+    CAST(NULLIF("m_dep", '') AS REAL) AS "measure_value",
+    CUME_DIST() OVER (
+      PARTITION BY "touch_screen"
+      ORDER BY CAST(NULLIF("m_dep", '') AS REAL)
+    ) AS "cum_dist"
+  FROM "m10"
+  WHERE NULLIF("touch_screen", '') IS NOT NULL
+    AND NULLIF("m_dep", '') IS NOT NULL
+)
+SELECT
+  "touch_screen",
+  MIN("measure_value") AS "percentile_measure"
+FROM "ranked"
+WHERE "cum_dist" >= 0.9
+GROUP BY "touch_screen"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_52cecab3a7b330e7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_52cecab3a7b330e7.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2d24aef27fd2e1523b986ed2575ffd9263f934c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_52cecab3a7b330e7.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_m10_52cecab3a7b330e7
+-- problem_id: v2p_m10_0b9f20b655f2d277
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT
+  "fc",
+  AVG(CAST("talk_time" AS REAL)) OVER (PARTITION BY "fc") AS avg_measure
+FROM "m10"
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_538dd874e129e5f8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_538dd874e129e5f8.sql
new file mode 100644
index 0000000000000000000000000000000000000000..73445340658864d4d89fbcd1ff22a3194a8d12af
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_538dd874e129e5f8.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_538dd874e129e5f8
+-- problem_id: v2p_m10_4b6eee88e6d72d3c
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "clock_speed",
+    COUNT(*) AS support,
+    AVG("m_dep") AS avg_response
+FROM "m10"
+GROUP BY "clock_speed"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_54da465dbf505dd9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_54da465dbf505dd9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5e834edfd87e4953894fc12be3e9562120ba099a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_54da465dbf505dd9.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_m10_54da465dbf505dd9
+-- problem_id: v2p_m10_7ed2b9015b737337
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("sc_w" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "m10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_592a6649490be35d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_592a6649490be35d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..dc24b27a075dcf8daf2411b92b2245effbcbaf05
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_592a6649490be35d.sql
@@ -0,0 +1,33 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_592a6649490be35d
+-- problem_id: v2p_m10_574b3e20cfbbcf60
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "clock_speed",
+    CAST("px_height" AS REAL) AS "measure_val",
+    ROW_NUMBER() OVER (
+      PARTITION BY "clock_speed"
+      ORDER BY CAST("px_height" AS REAL)
+    ) AS "rn_asc",
+    COUNT(*) OVER (PARTITION BY "clock_speed") AS "cnt"
+  FROM "m10"
+  WHERE "clock_speed" IS NOT NULL
+    AND "px_height" IS NOT NULL
+)
+SELECT
+  "clock_speed",
+  MIN(CASE WHEN "rn_asc" >= 0.9 * "cnt" THEN "measure_val" END) AS "percentile_measure"
+FROM "ranked"
+GROUP BY "clock_speed"
+HAVING COUNT(*) >= 5
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_59b21148b4d0606d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_59b21148b4d0606d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3a08631ca19329aa28dcb5c2da0b3fb493f68e21
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_59b21148b4d0606d.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_m10_59b21148b4d0606d
+-- problem_id: v2p_m10_f4b5897318fd2950
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("fc" AS REAL) <= 7.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "m10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_5a51a54b0fdd9aee.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_5a51a54b0fdd9aee.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7dcd345d3f3f4540b1e4794d40b95f8969a4643f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_5a51a54b0fdd9aee.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_5a51a54b0fdd9aee
+-- problem_id: v2p_m10_0ab954ddc5ce8a99
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "pc",
+    COUNT(*) AS support,
+    AVG("fc") AS avg_response
+FROM "m10"
+GROUP BY "pc"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_5b865946789ab0ea.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_5b865946789ab0ea.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b32f34790ca42ddd7ba1f386c3d77e8427631d5c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_5b865946789ab0ea.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_5b865946789ab0ea
+-- problem_id: v2p_m10_3901e93fb8d9cc60
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "fc", SUM(CAST("m_dep" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "fc"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_6181cadb1490d3f9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_6181cadb1490d3f9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b944f9925806b7f334c25408b2c371eabb071b26
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_6181cadb1490d3f9.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_6181cadb1490d3f9
+-- problem_id: v2p_m10_540590a01781b8f7
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "n_cores",
+       AVG(CASE WHEN "touch_screen" = '0' THEN 1 ELSE 0 END) AS condition_rate
+FROM "m10"
+GROUP BY "n_cores"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_62114a4c7bf48389.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_62114a4c7bf48389.sql
new file mode 100644
index 0000000000000000000000000000000000000000..83722000f53c2123fa95648f37ed21d64acbb7a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_62114a4c7bf48389.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_m10_62114a4c7bf48389
+-- problem_id: v2p_m10_e45baf65a117ea15
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("battery_power" AS REAL) <= 1615.25 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "m10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_62a6924d02818a09.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_62a6924d02818a09.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e5878639095de30f540d0399eb7c2c0d89e87734
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_62a6924d02818a09.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_62a6924d02818a09
+-- problem_id: v2p_m10_12761e881f28b0b8
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "sc_h",
+       AVG(CASE WHEN "price_range" = '1' THEN 1 ELSE 0 END) AS condition_rate
+FROM "m10"
+GROUP BY "sc_h"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_67a42a28bbb584d1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_67a42a28bbb584d1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8305a9fad560bba98bf8b51f89a715449a89a2b8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_67a42a28bbb584d1.sql
@@ -0,0 +1,53 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_67a42a28bbb584d1
+-- problem_id: v2p_m10_0375198042d4ffea
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "wifi",
+    CAST("mobile_wt" AS REAL) AS "mobile_wt",
+    ROW_NUMBER() OVER (
+      PARTITION BY "wifi"
+      ORDER BY CAST("mobile_wt" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "wifi") AS "cnt"
+  FROM "m10"
+  WHERE "wifi" IS NOT NULL
+    AND "mobile_wt" IS NOT NULL
+),
+"bounds" AS (
+  SELECT
+    "wifi",
+    (1.0 + 0.9 * ("cnt" - 1.0)) AS "target_rn",
+    CAST(1.0 + 0.9 * ("cnt" - 1.0) AS INTEGER) AS "lower_rn",
+    CAST((1.0 + 0.9 * ("cnt" - 1.0)) + 0.999999999 AS INTEGER) AS "upper_rn"
+  FROM "ordered"
+  GROUP BY "wifi", "cnt"
+)
+SELECT
+  b."wifi",
+  CASE
+    WHEN b."lower_rn" = b."upper_rn" THEN
+      MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."mobile_wt" END)
+    ELSE
+      MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."mobile_wt" END) * (b."upper_rn" - b."target_rn")
+      + MAX(CASE WHEN o."rn" = b."upper_rn" THEN o."mobile_wt" END) * (b."target_rn" - b."lower_rn")
+  END AS "percentile_measure"
+FROM "bounds" AS b
+JOIN "ordered" AS o
+  ON o."wifi" = b."wifi"
+GROUP BY
+  b."wifi",
+  b."target_rn",
+  b."lower_rn",
+  b."upper_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_68f9d8c7d287b032.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_68f9d8c7d287b032.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8840369d7a0d61d5e3727f7d3afe6129ad744285
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_68f9d8c7d287b032.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_68f9d8c7d287b032
+-- problem_id: v2p_m10_a43c74dedd34421f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "touch_screen",
+       AVG(CASE WHEN "four_g" = '1' THEN 1 ELSE 0 END) AS condition_rate
+FROM "m10"
+GROUP BY "touch_screen"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_6d2a3f2904bf7829.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_6d2a3f2904bf7829.sql
new file mode 100644
index 0000000000000000000000000000000000000000..643d59a657d420eb72572a8ee19b9f2ab398114c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_6d2a3f2904bf7829.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_6d2a3f2904bf7829
+-- problem_id: v2p_m10_4279d0710549b34b
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "touch_screen", SUM(CAST("fc" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "touch_screen"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."touch_screen", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_6d7e0431c6538e6d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_6d7e0431c6538e6d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..61921d48ea7dd1b1db5c3657d4b96311a3e6ea5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_6d7e0431c6538e6d.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_m10_6d7e0431c6538e6d
+-- problem_id: v2p_m10_b40dcf5db6ea2149
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "touch_screen", COUNT(*) AS "row_count"
+FROM "m10"
+GROUP BY "touch_screen"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_6e7cf8db5765dfa8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_6e7cf8db5765dfa8.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7a838a28d08134d805508666695a9eff9cf5f72b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_6e7cf8db5765dfa8.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_6e7cf8db5765dfa8
+-- problem_id: v2p_m10_5097d5e0de927fa6
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "three_g",
+       AVG(CASE WHEN "dual_sim" = '0' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "m10"
+GROUP BY "three_g"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_702a7dccc3b47393.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_702a7dccc3b47393.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8d8f789dbab322f9b730c2d5b2f59629657698d3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_702a7dccc3b47393.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_702a7dccc3b47393
+-- problem_id: v2p_m10_22b09b59d6beba3e
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "dual_sim" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "dual_sim"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_706b12733615d5fb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_706b12733615d5fb.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f67bb201cd278eb7ba935ae7daa064c88b44c7f5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_706b12733615d5fb.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_706b12733615d5fb
+-- problem_id: v2p_m10_e4fb7ecca07ba4fc
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "mobile_wt",
+    COUNT(*) AS support,
+    AVG("battery_power") AS avg_response
+FROM "m10"
+GROUP BY "mobile_wt"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_712ba364d491a7c8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_712ba364d491a7c8.sql
new file mode 100644
index 0000000000000000000000000000000000000000..33780907fbd824d896615003de71c35e0f186f6b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_712ba364d491a7c8.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_712ba364d491a7c8
+-- problem_id: v2p_m10_31234dc27eb5f437
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "wifi",
+       AVG(CASE WHEN "n_cores" = '4' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "m10"
+GROUP BY "wifi"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_758daf764cc8e7eb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_758daf764cc8e7eb.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a81541a7993cab022d05c742ea574dc329a4aafb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_758daf764cc8e7eb.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_758daf764cc8e7eb
+-- problem_id: v2p_m10_7e78fb76258b2433
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "wifi",
+  "fc",
+  SUM(CAST("battery_power" AS REAL)) AS total_measure,
+  SUM(CAST("battery_power" AS REAL)) * 100.0
+    / SUM(SUM(CAST("battery_power" AS REAL))) OVER (PARTITION BY "wifi") AS share_within_group
+FROM "m10"
+GROUP BY "wifi", "fc"
+ORDER BY share_within_group DESC
+LIMIT 18;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_75e5cde690c51d76.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_75e5cde690c51d76.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2e38d36a7e3bd0a6b4596ebf4ff1340e69485759
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_75e5cde690c51d76.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_75e5cde690c51d76
+-- problem_id: v2p_m10_7ad7ed8b6acb6534
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "fc" AS "fc", SUM(CAST("px_width" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "fc"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."fc", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_76d548462c7fd0ab.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_76d548462c7fd0ab.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c8f35ad76baaf312a656d89ce3b8d2de6b4fafc7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_76d548462c7fd0ab.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_76d548462c7fd0ab
+-- problem_id: v2p_m10_617bcaaf4c42e798
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "m_dep" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "m_dep"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7aea523e47ba7c3a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7aea523e47ba7c3a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9d7648e329b49c92c0b577bc28894b15daee5a34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7aea523e47ba7c3a.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_7aea523e47ba7c3a
+-- problem_id: v2p_m10_f6d331d00b86a2f1
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "int_memory",
+    COUNT(*) AS support,
+    AVG("fc") AS avg_response
+FROM "m10"
+GROUP BY "int_memory"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7b5fd64bf22ac097.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7b5fd64bf22ac097.sql
new file mode 100644
index 0000000000000000000000000000000000000000..504331dbb476f11301a2651a3d8e3486a3e7f1d1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7b5fd64bf22ac097.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_m10_7b5fd64bf22ac097
+-- problem_id: v2p_m10_33cba4f78bb00975
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", "pc", COUNT(*) AS "row_count"
+FROM "m10"
+WHERE CAST("pc" AS REAL) >= 15.0
+GROUP BY "four_g", "pc"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7bf5ca21e297634f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7bf5ca21e297634f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9ef4f55f952f81eb5a2fcd5c95fa7f7a726e3499
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7bf5ca21e297634f.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_m10_7bf5ca21e297634f
+-- problem_id: v2p_m10_79b87c6ecb2b6cab
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("m_dep" AS REAL) <= 0.8 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "m10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7c22bf20120e6239.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7c22bf20120e6239.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0d9be2e94b4180ac3bc3b6c276fb800650fb81a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7c22bf20120e6239.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_7c22bf20120e6239
+-- problem_id: v2p_m10_a67355f8d32d8bf2
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "fc",
+    COUNT(*) AS support,
+    AVG("m_dep") AS avg_response
+FROM "m10"
+GROUP BY "fc"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7c5aab03ff7eb7f1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7c5aab03ff7eb7f1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5e063f18fae813a6285c65ef56aa590503c1f9ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7c5aab03ff7eb7f1.sql
@@ -0,0 +1,41 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_7c5aab03ff7eb7f1
+-- problem_id: v2p_m10_d21c936098ab98a2
+-- realization_mode: agent
+-- source_kind: agent
+WITH "base" AS (
+  SELECT
+    CAST("talk_time" AS INTEGER) AS "talk_time",
+    CAST("clock_speed" AS REAL) AS "clock_speed"
+  FROM "m10"
+  WHERE "talk_time" IS NOT NULL
+    AND "clock_speed" IS NOT NULL
+),
+"ranked" AS (
+  SELECT
+    "talk_time",
+    "clock_speed",
+    ROW_NUMBER() OVER (
+      PARTITION BY "talk_time"
+      ORDER BY "clock_speed"
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "talk_time"
+    ) AS "group_size"
+  FROM "base"
+)
+SELECT
+  "talk_time",
+  "clock_speed" AS "percentile_measure"
+FROM "ranked"
+WHERE "group_size" >= 5
+  AND "rn" = CAST((95 * "group_size" + 99) / 100 AS INTEGER)
+ORDER BY "percentile_measure" DESC, "talk_time" ASC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7d386cc2d66ebe92.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7d386cc2d66ebe92.sql
new file mode 100644
index 0000000000000000000000000000000000000000..10bbae592928f1dd6cba0e38ddea0145eae5cf53
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7d386cc2d66ebe92.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_7d386cc2d66ebe92
+-- problem_id: v2p_m10_c1f39cc6be6fe6f1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "price_range", "int_memory",
+       SUM(CAST("clock_speed" AS REAL)) AS total_measure,
+       SUM(CAST("clock_speed" AS REAL)) * 100.0 / SUM(SUM(CAST("clock_speed" AS REAL))) OVER (PARTITION BY "price_range") AS share_within_group
+FROM "m10"
+GROUP BY "price_range", "int_memory"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7d97f842c09e142a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7d97f842c09e142a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6cfb083c7ef88c1fb08d1f2e930343ee713bfc87
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_7d97f842c09e142a.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_7d97f842c09e142a
+-- problem_id: v2p_m10_02737c078c4bd984
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "touch_screen" AS "touch_screen", SUM(CAST("fc" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "touch_screen"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."touch_screen", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_80e1f60de1210247.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_80e1f60de1210247.sql
new file mode 100644
index 0000000000000000000000000000000000000000..69600eab943fb04a236dd8164efe9e4bb284070f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_80e1f60de1210247.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_80e1f60de1210247
+-- problem_id: v2p_m10_49e9aee7e224b720
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "pc", SUM(CAST("px_height" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "pc"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_80f1bbeb89df70b2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_80f1bbeb89df70b2.sql
new file mode 100644
index 0000000000000000000000000000000000000000..23be63e1ed6891bff2fd51388bf6b213c7c5fa94
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_80f1bbeb89df70b2.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_conditional_contrast
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_80f1bbeb89df70b2
+-- problem_id: v2p_m10_623284e999fa3490
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "pc", SUM(CAST("px_height" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "pc"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_817b99077e97f88d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_817b99077e97f88d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3dbd77141320e4c8016355c80a40dc669a43354f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_817b99077e97f88d.sql
@@ -0,0 +1,59 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_817b99077e97f88d
+-- problem_id: v2p_m10_b58c625d805bd8df
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "sc_w",
+    CAST("battery_power" AS REAL) AS "battery_power_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "sc_w"
+      ORDER BY CAST("battery_power" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "sc_w") AS "cnt"
+  FROM "m10"
+),
+"positions" AS (
+  SELECT
+    "sc_w",
+    "battery_power_value",
+    "rn",
+    "cnt",
+    (1.0 + 0.95 * ("cnt" - 1)) AS "pos",
+    CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN (1.0 + 0.95 * ("cnt" - 1)) = CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER)
+        THEN CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER)
+      ELSE CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "ranked"
+),
+"percentiles" AS (
+  SELECT
+    "sc_w",
+    MAX(CASE WHEN "rn" = "lower_rn" THEN "battery_power_value" END) AS "lower_val",
+    MAX(CASE WHEN "rn" = "upper_rn" THEN "battery_power_value" END) AS "upper_val",
+    MAX("pos") AS "pos",
+    MAX("lower_rn") AS "lower_rn",
+    MAX("cnt") AS "cnt"
+  FROM "positions"
+  GROUP BY "sc_w"
+)
+SELECT
+  "sc_w",
+  CASE
+    WHEN "lower_rn" = "pos" THEN "lower_val"
+    ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val")
+  END AS "percentile_measure"
+FROM "percentiles"
+WHERE "cnt" >= 5
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_82072d0b3332abc6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_82072d0b3332abc6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..20db5011ca96e916169179d0a9fe78c21ba05cbc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_82072d0b3332abc6.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_82072d0b3332abc6
+-- problem_id: v2p_m10_a9f2a3f06f852666
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "sc_h", SUM(CAST("px_width" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "sc_h"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_8279a6f4597e6158.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_8279a6f4597e6158.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8dd340b9c16585b12151d411c084da09cd21aabd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_8279a6f4597e6158.sql
@@ -0,0 +1,61 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_8279a6f4597e6158
+-- problem_id: v2p_m10_4a5d264977cee5dd
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "dual_sim",
+    CAST("px_width" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "dual_sim"
+      ORDER BY CAST("px_width" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "dual_sim") AS "cnt"
+  FROM "m10"
+),
+"pos" AS (
+  SELECT DISTINCT
+    "dual_sim",
+    1.0 + 0.9 * ("cnt" - 1) AS "target_pos",
+    CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN (1.0 + 0.9 * ("cnt" - 1)) > CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER)
+        THEN CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) + 1
+      ELSE CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER)
+    END AS "upper_rn"
+  FROM "ranked"
+),
+"bounds" AS (
+  SELECT
+    p."dual_sim",
+    p."target_pos",
+    p."lower_rn",
+    p."upper_rn",
+    MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure_value" END) AS "lower_val",
+    MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure_value" END) AS "upper_val"
+  FROM "pos" AS p
+  JOIN "ranked" AS r
+    ON r."dual_sim" = p."dual_sim"
+  GROUP BY
+    p."dual_sim",
+    p."target_pos",
+    p."lower_rn",
+    p."upper_rn"
+)
+SELECT
+  "dual_sim",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + ("target_pos" - "lower_rn") * ("upper_val" - "lower_val")
+  END AS "percentile_measure"
+FROM "bounds"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_838d2fabec7bd70a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_838d2fabec7bd70a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3dbb1341d5b3c58855fbedb2ea1604be7f95389e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_838d2fabec7bd70a.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_m10_838d2fabec7bd70a
+-- problem_id: v2p_m10_1e2cfe175a40378d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "price_range", COUNT(*) AS row_count
+FROM "m10"
+GROUP BY "price_range"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_876e151f22df45f7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_876e151f22df45f7.sql
new file mode 100644
index 0000000000000000000000000000000000000000..be85835134c2ed163ddd651264d346c4a7044013
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_876e151f22df45f7.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_m10_876e151f22df45f7
+-- problem_id: v2p_m10_10262479738b2bc9
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "wifi",
+           SUM(CASE WHEN "wifi" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "wifi" = '0' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "m10"
+    GROUP BY "wifi"
+)
+SELECT "wifi",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_88fded844ed28e4f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_88fded844ed28e4f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..13931d07ce1a88e9c5b182f969b58ec7c20d5fb9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_88fded844ed28e4f.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_m10_88fded844ed28e4f
+-- problem_id: v2p_m10_c4ddab730efa42ee
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "blue",
+    COUNT(*) AS support
+FROM "m10"
+GROUP BY "blue"
+ORDER BY support ASC, "blue"
+LIMIT 10;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_8924c38b3640c2ac.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_8924c38b3640c2ac.sql
new file mode 100644
index 0000000000000000000000000000000000000000..27cca139598b426dd4dd915392cdafaf0ce48a5a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_8924c38b3640c2ac.sql
@@ -0,0 +1,67 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_8924c38b3640c2ac
+-- problem_id: v2p_m10_983b3637b6bd32cd
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "price_range",
+    CAST("n_cores" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "price_range"
+      ORDER BY CAST("n_cores" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "price_range"
+    ) AS "cnt"
+  FROM "m10"
+  WHERE "price_range" IS NOT NULL
+    AND "n_cores" IS NOT NULL
+    AND TRIM("price_range") <> ''
+    AND TRIM("n_cores") <> ''
+),
+"positions" AS (
+  SELECT DISTINCT
+    "price_range",
+    (1.0 + 0.9 * ("cnt" - 1)) AS "pos",
+    CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "lower_rn",
+    CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + CASE
+      WHEN (1.0 + 0.9 * ("cnt" - 1)) > CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) THEN 1
+      ELSE 0
+    END AS "upper_rn"
+  FROM "ordered"
+  WHERE "cnt" >= 5
+),
+"picked" AS (
+  SELECT
+    o."price_range",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn",
+    MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_value" END) AS "lower_value",
+    MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure_value" END) AS "upper_value"
+  FROM "ordered" AS o
+  JOIN "positions" AS p
+    ON o."price_range" = p."price_range"
+  GROUP BY
+    o."price_range",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn"
+)
+SELECT
+  "price_range",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_value"
+    ELSE "lower_value" + (("pos" - "lower_rn") * ("upper_value" - "lower_value"))
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_9033b7398aad73b1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_9033b7398aad73b1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9c70c177735494bc7a27cadd094e8d49e0d4bb5b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_9033b7398aad73b1.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_m10_9033b7398aad73b1
+-- problem_id: v2p_m10_c6458e07795ec797
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT CAST("mobile_wt" AS REAL) AS "mobile_wt",
+           NTILE(10) OVER (ORDER BY CAST("mobile_wt" AS REAL) DESC) AS "tail_bucket"
+    FROM "m10"
+)
+SELECT "mobile_wt"
+FROM buckets
+WHERE "tail_bucket" = 1
+ORDER BY "mobile_wt" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_91cf9ca075913363.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_91cf9ca075913363.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2fae6f492a894c65e7de23450cec010b965c82b5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_91cf9ca075913363.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_91cf9ca075913363
+-- problem_id: v2p_m10_8ecfd32e5226c7d9
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "wifi" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "wifi"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_92537d494d9041bd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_92537d494d9041bd.sql
new file mode 100644
index 0000000000000000000000000000000000000000..be1f7096d88a6eb1a24648d24ade99e495ed3a55
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_92537d494d9041bd.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_92537d494d9041bd
+-- problem_id: v2p_m10_19d66ceb1a2970d6
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "fc", SUM(CAST("px_width" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "fc"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."fc", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_92f1a12651f16c09.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_92f1a12651f16c09.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b6d0a00f753e00645f97c39758208268d6c4c821
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_92f1a12651f16c09.sql
@@ -0,0 +1,66 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_92f1a12651f16c09
+-- problem_id: v2p_m10_be8df9d4626e2546
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "sc_w",
+    CAST("battery_power" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "sc_w"
+      ORDER BY CAST("battery_power" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "sc_w"
+    ) AS "cnt"
+  FROM "m10"
+  WHERE "sc_w" IS NOT NULL
+    AND "battery_power" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "sc_w",
+    "cnt",
+    (("cnt" - 1) * 0.9) + 1.0 AS "pos",
+    CAST(((("cnt" - 1) * 0.9) + 1.0) AS INTEGER) AS "lower_rn",
+    CAST(((("cnt" - 1) * 0.9) + 1.0) AS INTEGER)
+      + CASE
+          WHEN ((("cnt" - 1) * 0.9) + 1.0) > CAST(((("cnt" - 1) * 0.9) + 1.0) AS INTEGER) THEN 1
+          ELSE 0
+        END AS "upper_rn"
+  FROM "ranked"
+  WHERE "cnt" >= 5
+),
+"picked" AS (
+  SELECT
+    p."sc_w",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn",
+    l."measure" AS "lower_measure",
+    u."measure" AS "upper_measure"
+  FROM "positions" AS p
+  JOIN "ranked" AS l
+    ON l."sc_w" = p."sc_w"
+   AND l."rn" = p."lower_rn"
+  JOIN "ranked" AS u
+    ON u."sc_w" = p."sc_w"
+   AND u."rn" = p."upper_rn"
+)
+SELECT
+  "sc_w",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_measure"
+    ELSE "lower_measure" + (("pos" - "lower_rn") * ("upper_measure" - "lower_measure"))
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_96233f5029530f94.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_96233f5029530f94.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1148109d44481f142b414cd31da17e971d81190b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_96233f5029530f94.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_m10_96233f5029530f94
+-- problem_id: v2p_m10_0ea49110f5da1047
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "touch_screen",
+           SUM(CASE WHEN "touch_screen" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "touch_screen" = '0' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "m10"
+    GROUP BY "touch_screen"
+)
+SELECT "touch_screen",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_980a177c3ad6e424.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_980a177c3ad6e424.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a837076fef81ffde972e0a2f1015e03652027432
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_980a177c3ad6e424.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_m10_980a177c3ad6e424
+-- problem_id: v2p_m10_2553eb77e0d8db14
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT
+        "three_g",
+        SUM(CASE WHEN "three_g" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+        SUM(CASE WHEN "three_g" = '0' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "m10"
+    GROUP BY "three_g"
+)
+SELECT
+    "three_g",
+    CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_99d65127182e4c8e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_99d65127182e4c8e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e1987dc47919fe6e347079e92ef49079e4b5e7b1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_99d65127182e4c8e.sql
@@ -0,0 +1,32 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_99d65127182e4c8e
+-- problem_id: v2p_m10_2b5ff8ec17260c31
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT
+        "price_range",
+        SUM(CAST("mobile_wt" AS REAL)) AS group_value
+    FROM "m10"
+    WHERE "price_range" IS NOT NULL
+      AND "price_range" <> ''
+      AND "mobile_wt" IS NOT NULL
+      AND "mobile_wt" <> ''
+    GROUP BY "price_range"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."price_range", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_9d35778f68d7ac68.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_9d35778f68d7ac68.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a92d19f1564f05fc5853181968894a7a6eba7e1b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_9d35778f68d7ac68.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_9d35778f68d7ac68
+-- problem_id: v2p_m10_925406aac864fe3c
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "four_g", SUM(CAST("ram" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "four_g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."four_g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_9e7d82122432ce89.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_9e7d82122432ce89.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1dc341187dd0ac588f510735e05911811052719b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_9e7d82122432ce89.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_m10_9e7d82122432ce89
+-- problem_id: v2p_m10_bde2368f859351b6
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", "three_g", COUNT(*) AS "row_count"
+FROM "m10"
+WHERE CAST("sc_h" AS REAL) >= 16.0
+GROUP BY "four_g", "three_g"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_9f75f47650af9ee5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_9f75f47650af9ee5.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2de7ae451459580480b8d47da087e19c1edbbb44
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_9f75f47650af9ee5.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_m10_9f75f47650af9ee5
+-- problem_id: v2p_m10_55d590efed162871
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "n_cores",
+           SUM(CASE WHEN "int_memory" = '27' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "int_memory" = '14' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "m10"
+    GROUP BY "n_cores"
+)
+SELECT "n_cores",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a22f65a85e92da2d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a22f65a85e92da2d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..603e4b64df96ad484336ceef1cdd62840ac34438
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a22f65a85e92da2d.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_a22f65a85e92da2d
+-- problem_id: v2p_m10_10d165c08192ad53
+-- realization_mode: agent
+-- source_kind: agent
+SELECT CAST("clock_speed" AS REAL) AS "clock_speed",
+       CAST("pc" AS INTEGER) AS "pc",
+       SUM(CAST("m_dep" AS REAL)) AS "total_measure",
+       SUM(CAST("m_dep" AS REAL)) * 100.0 / SUM(SUM(CAST("m_dep" AS REAL))) OVER (PARTITION BY CAST("clock_speed" AS REAL)) AS "share_within_group"
+FROM "m10"
+GROUP BY CAST("clock_speed" AS REAL), CAST("pc" AS INTEGER)
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a3307361e78bcb4d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a3307361e78bcb4d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..acc3df854b56d6e631abc0fd183d880dc6a4b75e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a3307361e78bcb4d.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_a3307361e78bcb4d
+-- problem_id: v2p_m10_9d9d857cb6ff7cef
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "fc",
+  "px_width",
+  SUM(CAST("n_cores" AS REAL)) AS total_measure,
+  SUM(CAST("n_cores" AS REAL)) * 100.0 / SUM(SUM(CAST("n_cores" AS REAL))) OVER (PARTITION BY "fc") AS share_within_group
+FROM "m10"
+GROUP BY "fc", "px_width"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a68ac2659c943ec4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a68ac2659c943ec4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..73c951b2011fed0f7800bba4894912e4755df093
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a68ac2659c943ec4.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_a68ac2659c943ec4
+-- problem_id: v2p_m10_9a6ac1014291b181
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "px_height",
+    COUNT(*) AS support,
+    AVG("clock_speed") AS avg_response
+FROM "m10"
+GROUP BY "px_height"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a75a92bc381eb023.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a75a92bc381eb023.sql
new file mode 100644
index 0000000000000000000000000000000000000000..47d43f1f7dccbb9f6219c9d6664b5b50a12ae09e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a75a92bc381eb023.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_m10_a75a92bc381eb023
+-- problem_id: v2p_m10_aa6d35fa2cf99d91
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "pc",
+           SUM(CASE WHEN "blue" = '0' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "blue" = '1' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "m10"
+    GROUP BY "pc"
+)
+SELECT "pc",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a7dc86f97b394913.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a7dc86f97b394913.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8e403931191831cede3842aab7e9f2084c6e7af9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a7dc86f97b394913.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_a7dc86f97b394913
+-- problem_id: v2p_m10_0cae58499dead904
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "n_cores", SUM(CAST("sc_w" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "n_cores"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."n_cores", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a8da708357b033da.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a8da708357b033da.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1464c86935dcbc0d47feecacb24c1de9313c9118
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a8da708357b033da.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_a8da708357b033da
+-- problem_id: v2p_m10_d81eb38f62f712f9
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "blue", SUM(CAST("n_cores" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "blue"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."blue", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a9d3e2792159a360.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a9d3e2792159a360.sql
new file mode 100644
index 0000000000000000000000000000000000000000..90c854b3faa043947b70d28207721adfe8781520
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_a9d3e2792159a360.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_a9d3e2792159a360
+-- problem_id: v2p_m10_80b1f15472d904a5
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "wifi", SUM(CAST("m_dep" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "wifi"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."wifi", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ab44158b16ca09ed.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ab44158b16ca09ed.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5d9ed69216c33b547d14e46ddbc93b90e9c3849f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ab44158b16ca09ed.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_m10_ab44158b16ca09ed
+-- problem_id: v2p_m10_362dc24fa11c0e33
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "fc", "price_range", COUNT(*) AS "row_count"
+FROM "m10"
+WHERE CAST("m_dep" AS REAL) >= 0.8
+GROUP BY "fc", "price_range"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ad1985aaa5521d01.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ad1985aaa5521d01.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3c6abb0b4bbf71cc1011831a8c3651f30f9b31a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ad1985aaa5521d01.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_ad1985aaa5521d01
+-- problem_id: v2p_m10_9cdef5077a00764e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "blue", SUM(CAST("battery_power" AS REAL)) AS "total_measure"
+FROM "m10"
+GROUP BY "blue"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ae4d459c0419ee70.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ae4d459c0419ee70.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d3bb58dcc851e7293cf88eca79a33ded7bee3ceb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ae4d459c0419ee70.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_ae4d459c0419ee70
+-- problem_id: v2p_m10_4ad16de4c0fa7b79
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT CAST("m_dep" AS REAL) AS "m_dep",
+         SUM(CAST("sc_h" AS REAL)) AS "group_value"
+  FROM "m10"
+  GROUP BY CAST("m_dep" AS REAL)
+),
+"total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT g."m_dep", g."group_value"
+FROM "grouped" AS g
+CROSS JOIN "total" AS t
+WHERE g."group_value" > t."total_value" * 0.05
+ORDER BY g."group_value" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b2085b43faae898a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b2085b43faae898a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..34e907d04e0349e0f7757e74a76e3544b9b52b0e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b2085b43faae898a.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_b2085b43faae898a
+-- problem_id: v2p_m10_d9c089dea73d4fc5
+-- realization_mode: agent
+-- source_kind: agent
+SELECT CAST("talk_time" AS INTEGER) AS "talk_time",
+       CAST("ram" AS INTEGER) AS "ram",
+       SUM(CAST("sc_w" AS REAL)) AS "total_measure",
+       SUM(CAST("sc_w" AS REAL)) * 100.0 / SUM(SUM(CAST("sc_w" AS REAL))) OVER (PARTITION BY CAST("talk_time" AS INTEGER)) AS "share_within_group"
+FROM "m10"
+GROUP BY CAST("talk_time" AS INTEGER), CAST("ram" AS INTEGER)
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b3d232a7bf0872bb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b3d232a7bf0872bb.sql
new file mode 100644
index 0000000000000000000000000000000000000000..89b104e548e059c4134395507abd132d9f481c1e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b3d232a7bf0872bb.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_b3d232a7bf0872bb
+-- problem_id: v2p_m10_80884aa41d477caa
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "blue", SUM(CAST("battery_power" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "blue"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b523c5c5ef9fb67f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b523c5c5ef9fb67f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7e6d625c309977870d42fb7d80e92d7a49c86c13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b523c5c5ef9fb67f.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_m10_b523c5c5ef9fb67f
+-- problem_id: v2p_m10_f677b83db542cace
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "fc",
+       AVG(CAST("talk_time" AS REAL)) OVER (PARTITION BY "fc") AS "avg_measure"
+FROM "m10"
+ORDER BY "avg_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b65522f077e61aed.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b65522f077e61aed.sql
new file mode 100644
index 0000000000000000000000000000000000000000..484d1a763222525522852e406e917278cbfdd762
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b65522f077e61aed.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_b65522f077e61aed
+-- problem_id: v2p_m10_673fd47aec21fdcf
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "dual_sim",
+  "px_height",
+  SUM(CAST("mobile_wt" AS REAL)) AS total_measure,
+  SUM(CAST("mobile_wt" AS REAL)) * 100.0 / SUM(SUM(CAST("mobile_wt" AS REAL))) OVER (PARTITION BY "dual_sim") AS share_within_group
+FROM "m10"
+GROUP BY "dual_sim", "px_height"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b6af1db9fd648200.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b6af1db9fd648200.sql
new file mode 100644
index 0000000000000000000000000000000000000000..dc5b4247b27ec1e89de8ed7295780e84ed33f47e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b6af1db9fd648200.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_b6af1db9fd648200
+-- problem_id: v2p_m10_8397eadc8080ebd6
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+  SELECT "m_dep", SUM(CAST("sc_h" AS REAL)) AS group_value
+  FROM "m10"
+  GROUP BY "m_dep"
+), total AS (
+  SELECT SUM(group_value) AS total_value
+  FROM grouped
+)
+SELECT g."m_dep", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b776607b8fdbcb7c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b776607b8fdbcb7c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..271e92237e986da1b52fe6d9eb9f4a3956ef33c9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b776607b8fdbcb7c.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_b776607b8fdbcb7c
+-- problem_id: v2p_m10_c6ab3657417764e3
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "wifi" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "wifi"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b7dd2887753a5f30.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b7dd2887753a5f30.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ac2feef7a3e34cb53e58b00177e207f973a7822d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b7dd2887753a5f30.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_m10_b7dd2887753a5f30
+-- problem_id: v2p_m10_27b0c5ca5eb85a13
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+  SELECT
+    "sc_w",
+    NTILE(10) OVER (ORDER BY CAST("sc_w" AS REAL) DESC) AS "tail_bucket"
+  FROM "m10"
+)
+SELECT "sc_w"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY CAST("sc_w" AS REAL) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b891b5861ef28425.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b891b5861ef28425.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8af1bf27b41717660d610f0c174ca6a68543e541
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_b891b5861ef28425.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_b891b5861ef28425
+-- problem_id: v2p_m10_e01b66a4953b14b4
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "n_cores", SUM(CAST("sc_w" AS REAL)) AS group_value
+    FROM "m10"
+    GROUP BY "n_cores"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."n_cores", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_bceba39e090915ea.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_bceba39e090915ea.sql
new file mode 100644
index 0000000000000000000000000000000000000000..861b2ecfb1aa75a929c30c269e4df2b4838af6c0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_bceba39e090915ea.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_m10_bceba39e090915ea
+-- problem_id: v2p_m10_32512ce5c7b55f65
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "fc", "wifi", COUNT(*) AS "row_count"
+FROM "m10"
+WHERE CAST("int_memory" AS REAL) >= 48.0
+GROUP BY "fc", "wifi"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_becadc94abfc138a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_becadc94abfc138a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..11efac00a61ac35f789228c46b0153340b57565d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_becadc94abfc138a.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_becadc94abfc138a
+-- problem_id: v2p_m10_f8799a6d00d09a06
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "talk_time" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "talk_time"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_bf1a776767406867.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_bf1a776767406867.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8d69547155c49ce7f4056567a8cfbcfbdee3f96c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_bf1a776767406867.sql
@@ -0,0 +1,38 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_bf1a776767406867
+-- problem_id: v2p_m10_f021525f76b23059
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "three_g",
+    CAST("fc" AS REAL) AS "fc_value",
+    CUME_DIST() OVER (
+      PARTITION BY "three_g"
+      ORDER BY CAST("fc" AS REAL)
+    ) AS "cum_dist"
+  FROM "m10"
+  WHERE "three_g" IS NOT NULL
+    AND "fc" IS NOT NULL
+),
+"percentiles" AS (
+  SELECT
+    "three_g",
+    MIN("fc_value") AS "percentile_measure"
+  FROM "ranked"
+  WHERE "cum_dist" >= 0.95
+  GROUP BY "three_g"
+)
+SELECT
+  "three_g",
+  "percentile_measure"
+FROM "percentiles"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c01b08ce42f22cf0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c01b08ce42f22cf0.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e8f11dff44721cd480e39330f2bbae9a3f975fcb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c01b08ce42f22cf0.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_conditional_contrast
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_c01b08ce42f22cf0
+-- problem_id: v2p_m10_f130304b9711e731
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "four_g",
+  SUM(CAST("mobile_wt" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "four_g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c4f9ecfa06b91d7b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c4f9ecfa06b91d7b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a163b916ac7f6bbd965ca4f2d640909149718750
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c4f9ecfa06b91d7b.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_m10_c4f9ecfa06b91d7b
+-- problem_id: v2p_m10_daab14559cd24a53
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "clock_speed",
+    COUNT(*) AS support
+FROM "m10"
+GROUP BY "clock_speed"
+ORDER BY support ASC, "clock_speed"
+LIMIT 16;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c542231dab35e015.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c542231dab35e015.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ca37464b5ae08333549856b42c2e7eb65cf09fb2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c542231dab35e015.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_c542231dab35e015
+-- problem_id: v2p_m10_d55f03db0c7ccf9c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "price_range",
+       AVG(CASE WHEN "three_g" = '1' THEN 1.0 ELSE 0.0 END) AS "condition_rate"
+FROM "m10"
+GROUP BY "price_range"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c73252611db53277.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c73252611db53277.sql
new file mode 100644
index 0000000000000000000000000000000000000000..49c9c2562bf99a48689c068f6cb80f555f1325c9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c73252611db53277.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_c73252611db53277
+-- problem_id: v2p_m10_b2ef16dec25f5197
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "m_dep", SUM(CAST("n_cores" AS NUMERIC)) AS total_measure
+FROM "m10"
+GROUP BY "m_dep"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c79df93e69816470.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c79df93e69816470.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f6fe6874816c811ce072c226f7c9a3c4b6e4b571
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c79df93e69816470.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_m10_c79df93e69816470
+-- problem_id: v2p_m10_5542ca72ff977dce
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", "sc_h", COUNT(*) AS row_count
+FROM "m10"
+WHERE CAST("px_height" AS REAL) >= 947.25
+GROUP BY "four_g", "sc_h"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c8278c3d3ec60287.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c8278c3d3ec60287.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1d57804deb981239efedff020280c9bce960cc75
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c8278c3d3ec60287.sql
@@ -0,0 +1,35 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_c8278c3d3ec60287
+-- problem_id: v2p_m10_e03d48768a41b293
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT
+    "clock_speed",
+    SUM(CAST("pc" AS REAL)) AS "group_value"
+  FROM "m10"
+  WHERE "clock_speed" IS NOT NULL
+    AND TRIM("clock_speed") <> ''
+    AND "pc" IS NOT NULL
+    AND TRIM("pc") <> ''
+  GROUP BY "clock_speed"
+),
+"total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT
+  g."clock_speed",
+  g."group_value"
+FROM "grouped" AS g
+CROSS JOIN "total" AS t
+WHERE g."group_value" > t."total_value" * 0.05
+ORDER BY g."group_value" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c89aab9424738ce2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c89aab9424738ce2.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bce58057fbe5a6e913c5cad47a80545b1539725a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_c89aab9424738ce2.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_c89aab9424738ce2
+-- problem_id: v2p_m10_efdfaa9a053cea3d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "wifi", "fc",
+       SUM(CAST("battery_power" AS REAL)) AS total_measure,
+       SUM(CAST("battery_power" AS REAL)) * 100.0 / SUM(SUM(CAST("battery_power" AS REAL))) OVER (PARTITION BY "wifi") AS share_within_group
+FROM "m10"
+GROUP BY "wifi", "fc"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ca4a868f28fe95c9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ca4a868f28fe95c9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..412b36fa690e5f49174e06c47b65801bd306d9b6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ca4a868f28fe95c9.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_ca4a868f28fe95c9
+-- problem_id: v2p_m10_173587068f85589c
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "touch_screen" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "touch_screen"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cadb4896964294b9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cadb4896964294b9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..eef76b3197e0d853da23a39c8bb87b89a01d1866
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cadb4896964294b9.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_m10_cadb4896964294b9
+-- problem_id: v2p_m10_1f2543908c045a31
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "pc",
+           NTILE(10) OVER (ORDER BY CAST("pc" AS REAL) DESC) AS tail_bucket
+    FROM "m10"
+)
+SELECT "pc"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("pc" AS REAL) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cbce3e217e51daea.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cbce3e217e51daea.sql
new file mode 100644
index 0000000000000000000000000000000000000000..69e71989f9af3bb668a9cd06ee809f53c1639f1f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cbce3e217e51daea.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_cbce3e217e51daea
+-- problem_id: v2p_m10_1e3801e1e0c789bf
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "blue",
+  CAST("mobile_wt" AS REAL) AS "mobile_wt",
+  SUM(CAST("fc" AS REAL)) AS "total_measure",
+  SUM(CAST("fc" AS REAL)) * 100.0 / SUM(SUM(CAST("fc" AS REAL))) OVER (PARTITION BY "blue") AS "share_within_group"
+FROM "m10"
+WHERE "blue" IS NOT NULL
+  AND "mobile_wt" IS NOT NULL
+  AND "fc" IS NOT NULL
+GROUP BY "blue", CAST("mobile_wt" AS REAL)
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cc6bf4cc8362eb19.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cc6bf4cc8362eb19.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3fadcd0b19afe8207b5754445372feff1440f210
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cc6bf4cc8362eb19.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_m10_cc6bf4cc8362eb19
+-- problem_id: v2p_m10_1e7f18a7a6b43c2b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", "sc_w", COUNT(*) AS row_count
+FROM "m10"
+WHERE CAST("px_width" AS REAL) >= 1633.0
+GROUP BY "four_g", "sc_w"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ce949cbb96e18e18.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ce949cbb96e18e18.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ad42461cdc3733a34640010e246e36629e2e7872
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ce949cbb96e18e18.sql
@@ -0,0 +1,75 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_m10_ce949cbb96e18e18
+-- problem_id: v2p_m10_4d9a31795aa23022
+-- realization_mode: agent
+-- source_kind: agent
+WITH "__ordered" AS (
+  SELECT
+    CAST("clock_speed" AS REAL) AS "clock_speed",
+    CAST("px_height" AS REAL) AS "px_height",
+    ROW_NUMBER() OVER (
+      PARTITION BY CAST("clock_speed" AS REAL)
+      ORDER BY CAST("px_height" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY CAST("clock_speed" AS REAL)
+    ) AS "cnt"
+  FROM "m10"
+  WHERE "clock_speed" IS NOT NULL
+    AND TRIM("clock_speed") <> ''
+    AND "px_height" IS NOT NULL
+    AND TRIM("px_height") <> ''
+),
+"__positions" AS (
+  SELECT
+    "clock_speed",
+    "px_height",
+    "rn",
+    "cnt",
+    ((0.95 * ("cnt" - 1)) + 1.0) AS "pos",
+    CAST(((0.95 * ("cnt" - 1)) + 1.0) AS INTEGER) AS "lo_rn",
+    CASE
+      WHEN ((0.95 * ("cnt" - 1)) + 1.0) = CAST(((0.95 * ("cnt" - 1)) + 1.0) AS INTEGER)
+        THEN CAST(((0.95 * ("cnt" - 1)) + 1.0) AS INTEGER)
+      ELSE CAST(((0.95 * ("cnt" - 1)) + 1.0) AS INTEGER) + 1
+    END AS "hi_rn"
+  FROM "__ordered"
+),
+"__percentile_inputs" AS (
+  SELECT DISTINCT
+    "clock_speed",
+    "cnt",
+    "pos",
+    "lo_rn",
+    "hi_rn"
+  FROM "__positions"
+),
+"__percentile_values" AS (
+  SELECT
+    "p"."clock_speed",
+    MAX(CASE WHEN "o"."rn" = "p"."lo_rn" THEN "o"."px_height" END) AS "lo_value",
+    MAX(CASE WHEN "o"."rn" = "p"."hi_rn" THEN "o"."px_height" END) AS "hi_value",
+    MAX("p"."pos") AS "pos",
+    MAX("p"."cnt") AS "cnt"
+  FROM "__percentile_inputs" AS "p"
+  JOIN "__ordered" AS "o"
+    ON "o"."clock_speed" = "p"."clock_speed"
+  GROUP BY "p"."clock_speed"
+)
+SELECT
+  "clock_speed",
+  CASE
+    WHEN CAST("pos" AS INTEGER) = "pos" THEN "lo_value"
+    ELSE "lo_value" + (("pos" - CAST("pos" AS INTEGER)) * ("hi_value" - "lo_value"))
+  END AS "percentile_measure"
+FROM "__percentile_values"
+WHERE "cnt" >= 5
+ORDER BY "percentile_measure" DESC, "clock_speed" ASC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cea0649e357a344e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cea0649e357a344e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5e66e125d09ba81ec39ae96a628c54857078dc3f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cea0649e357a344e.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_cea0649e357a344e
+-- problem_id: v2p_m10_c6987334bf3583b9
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "three_g" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "three_g"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cfa5dca627424975.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cfa5dca627424975.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1c83e4b97421ca989d7b4f4cf36e83add805dfc7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_cfa5dca627424975.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_cfa5dca627424975
+-- problem_id: v2p_m10_faa981b876b32461
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "dual_sim" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "dual_sim"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d08baac91786f59a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d08baac91786f59a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..44f8a1842877c713595851bc6910aaf6a647a500
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d08baac91786f59a.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_m10_d08baac91786f59a
+-- problem_id: v2p_m10_f7a8a7465b8f49a1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "clock_speed", COUNT(*) AS row_count
+FROM "m10"
+GROUP BY "clock_speed"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d389a5b638843610.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d389a5b638843610.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5010b3798cd638dc4715445cf372398b88258296
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d389a5b638843610.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_m10_d389a5b638843610
+-- problem_id: v2p_m10_4468a2ab46c51006
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+  SELECT CAST("px_width" AS REAL) AS "px_width",
+         NTILE(10) OVER (ORDER BY CAST("px_width" AS REAL) DESC) AS "tail_bucket"
+  FROM "m10"
+)
+SELECT "px_width"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY "px_width" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d3cbeaf13573896a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d3cbeaf13573896a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d949d46a32db5a3910f5eac95562e18fded157fb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d3cbeaf13573896a.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_d3cbeaf13573896a
+-- problem_id: v2p_m10_7ab13905f5d19631
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "fc", SUM(CAST("m_dep" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "fc"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d3eef8059b654aa2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d3eef8059b654aa2.sql
new file mode 100644
index 0000000000000000000000000000000000000000..105e3eba66139df7aa669fc21766fb8188c70c6a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d3eef8059b654aa2.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_d3eef8059b654aa2
+-- problem_id: v2p_m10_7841b3972b522a9c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "sc_w",
+  "px_width",
+  SUM(CAST("sc_h" AS REAL)) AS total_measure,
+  SUM(CAST("sc_h" AS REAL)) * 100.0 / SUM(SUM(CAST("sc_h" AS REAL))) OVER (PARTITION BY "sc_w") AS share_within_group
+FROM "m10"
+GROUP BY "sc_w", "px_width"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d477f30d48ca9f48.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d477f30d48ca9f48.sql
new file mode 100644
index 0000000000000000000000000000000000000000..04b7f32c38d66b1b836810e07c151421836aefe8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d477f30d48ca9f48.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_d477f30d48ca9f48
+-- problem_id: v2p_m10_ef36d879857a915a
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "battery_power",
+    COUNT(*) AS support,
+    AVG("clock_speed") AS avg_response
+FROM "m10"
+GROUP BY "battery_power"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d6de0783288ba760.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d6de0783288ba760.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4b1e3c54b1f12ae4eff830310eac1151eed9e0ce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d6de0783288ba760.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_d6de0783288ba760
+-- problem_id: v2p_m10_6261c6348b6f9544
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "blue", "mobile_wt",
+       SUM(CAST("fc" AS REAL)) AS total_measure,
+       SUM(CAST("fc" AS REAL)) * 100.0 / SUM(SUM(CAST("fc" AS REAL))) OVER (PARTITION BY "blue") AS share_within_group
+FROM "m10"
+GROUP BY "blue", "mobile_wt"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d765f1169c46fd6a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d765f1169c46fd6a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7a4bdc7fa40cbee86301ff252308d7ac3caa2fbd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_d765f1169c46fd6a.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_d765f1169c46fd6a
+-- problem_id: v2p_m10_809db421f7b49bc1
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "three_g" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "three_g"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_dc1e7d9dc1770941.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_dc1e7d9dc1770941.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cd376c52d398ead3da500f4a6919d72bb2157196
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_dc1e7d9dc1770941.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_m10_dc1e7d9dc1770941
+-- problem_id: v2p_m10_b0467668a0fd7c57
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "four_g", "n_cores", COUNT(*) AS row_count
+FROM "m10"
+WHERE CAST("n_cores" AS REAL) >= 7.0
+GROUP BY "four_g", "n_cores"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_dc841f451044190b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_dc841f451044190b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fc0d8c1ad9d366b2b77dae4e832ab7a148cb310f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_dc841f451044190b.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_m10_dc841f451044190b
+-- problem_id: v2p_m10_51c09428d906fafd
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "clock_speed", "pc",
+       SUM(CAST("m_dep" AS REAL)) AS total_measure,
+       SUM(CAST("m_dep" AS REAL)) * 100.0 / SUM(SUM(CAST("m_dep" AS REAL))) OVER (PARTITION BY "clock_speed") AS share_within_group
+FROM "m10"
+GROUP BY "clock_speed", "pc"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_dcbe7d5f9bfe3ca6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_dcbe7d5f9bfe3ca6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..64690767ada4b56058606437b574816d670cd665
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_dcbe7d5f9bfe3ca6.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_conditional_contrast
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_dcbe7d5f9bfe3ca6
+-- problem_id: v2p_m10_7e3b4d8df243380b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "m_dep", SUM(CAST("n_cores" AS NUMERIC)) AS "total_measure"
+FROM "m10"
+GROUP BY "m_dep"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_dce3b514bafa72da.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_dce3b514bafa72da.sql
new file mode 100644
index 0000000000000000000000000000000000000000..944a007b033e6c3144cf3cf114f02908cad3af86
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_dce3b514bafa72da.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_dce3b514bafa72da
+-- problem_id: v2p_m10_78c6b36bb79797a1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "dual_sim", SUM(CAST("fc" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "dual_sim"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ddfeb8b5de34eb45.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ddfeb8b5de34eb45.sql
new file mode 100644
index 0000000000000000000000000000000000000000..434b139814bcf443bdcb2827e2787026c7462a73
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ddfeb8b5de34eb45.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_ddfeb8b5de34eb45
+-- problem_id: v2p_m10_506cd3d4e4a94f59
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "sc_h" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "sc_h"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_e2037775c9be91dc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_e2037775c9be91dc.sql
new file mode 100644
index 0000000000000000000000000000000000000000..210143f4d37d0dc08db24c94daa4fd677ac3609a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_e2037775c9be91dc.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_e2037775c9be91dc
+-- problem_id: v2p_m10_f6f2655ad5bed3f7
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "m_dep" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "m_dep"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_e30f0eed15b4d038.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_e30f0eed15b4d038.sql
new file mode 100644
index 0000000000000000000000000000000000000000..377b74e1f6bc5b402b1cb09f2dffdc9144e1640e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_e30f0eed15b4d038.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_e30f0eed15b4d038
+-- problem_id: v2p_m10_2c1170b5d9fbcd76
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "px_height",
+    COUNT(*) AS support,
+    AVG("m_dep") AS avg_response
+FROM "m10"
+GROUP BY "px_height"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_e3993a603f332422.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_e3993a603f332422.sql
new file mode 100644
index 0000000000000000000000000000000000000000..52fad08ba54d1d2e2e62abc8347e91247a7c2055
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_e3993a603f332422.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_m10_e3993a603f332422
+-- problem_id: v2p_m10_fac1517dc426537b
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "ram",
+    COUNT(*) AS support,
+    AVG("clock_speed") AS avg_response
+FROM "m10"
+GROUP BY "ram"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_e6a6bf40c91adcc4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_e6a6bf40c91adcc4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c0032c7ad96b304869a246056c26d296c05df209
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_e6a6bf40c91adcc4.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_m10_e6a6bf40c91adcc4
+-- problem_id: v2p_m10_09ff4b8e25ee1680
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("price_range" AS REAL) <= 2.25 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "m10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ebabae8180ee106e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ebabae8180ee106e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..42336f4c21e37f9f39362ec9ad0ed753534c74ef
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ebabae8180ee106e.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_ebabae8180ee106e
+-- problem_id: v2p_m10_a73f56f24f727d39
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "fc" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "fc"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ed8c8b4842b44854.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ed8c8b4842b44854.sql
new file mode 100644
index 0000000000000000000000000000000000000000..de3048611b666c549e18c9c9c8f05e4b07a85da5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ed8c8b4842b44854.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_ed8c8b4842b44854
+-- problem_id: v2p_m10_1c7772df71d10bc8
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "sc_h" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "sc_h"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ee0d20d0fea629f5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ee0d20d0fea629f5.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b386c117f10d08c3ea68fbf04df24aaa72486321
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ee0d20d0fea629f5.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m10_ee0d20d0fea629f5
+-- problem_id: v2p_m10_7f36c95515a1777a
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "blue" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "blue"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ee0f1046b84da85c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ee0f1046b84da85c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..666c30180e019dc3b2fafc40b1075111b2e4e1dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ee0f1046b84da85c.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_conditional_contrast
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_ee0f1046b84da85c
+-- problem_id: v2p_m10_5c144a29508c9786
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "dual_sim", SUM(CAST("fc" AS NUMERIC)) AS "total_measure"
+FROM "m10"
+GROUP BY "dual_sim"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ee2a4188703e68fe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ee2a4188703e68fe.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3b6d4a0ed01d7eab7641364f31e5fa532e575af6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ee2a4188703e68fe.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_m10_ee2a4188703e68fe
+-- problem_id: v2p_m10_05a336db9e52dc75
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "pc",
+    COUNT(*) AS "support"
+FROM "m10"
+GROUP BY "pc"
+ORDER BY "support" ASC, "pc" ASC
+LIMIT 17;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ee5c486b12e3c737.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ee5c486b12e3c737.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4c32c4ce8d22d28911a7400f2b3fda7dbafbda52
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ee5c486b12e3c737.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_m10_ee5c486b12e3c737
+-- problem_id: v2p_m10_f2ff3964839cd977
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("talk_time" AS REAL) <= 16.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "m10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ef1b226b0ee72a0f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ef1b226b0ee72a0f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..274d674231bce6f4f93e26ee758f6e0c492867f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ef1b226b0ee72a0f.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_ef1b226b0ee72a0f
+-- problem_id: v2p_m10_c1dab5a06dac312c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "price_range",
+       AVG(CASE WHEN "three_g" = '0' THEN 1 ELSE 0 END) AS condition_rate
+FROM "m10"
+GROUP BY "price_range"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ef4effa3c0ec85a1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ef4effa3c0ec85a1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a76d489849fae0b133a282dad2e1892d88e74fde
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_ef4effa3c0ec85a1.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m10_ef4effa3c0ec85a1
+-- problem_id: v2p_m10_729dfacd0f52731e
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "blue" AS value_label, COUNT(*) AS support
+    FROM "m10"
+    GROUP BY "blue"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_efcbe287a0cfe87e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_efcbe287a0cfe87e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8201a87084d16477418fb56524b52cb80c85d87b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_efcbe287a0cfe87e.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_m10_efcbe287a0cfe87e
+-- problem_id: v2p_m10_c29b108afb6c9171
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "talk_time",
+       AVG(CASE WHEN "blue" = '0' THEN 1 ELSE 0 END) AS condition_rate
+FROM "m10"
+GROUP BY "talk_time"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_f8fb2f4a85e98d60.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_f8fb2f4a85e98d60.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d63737dd74978246d308c9b50c7aa2819dbd0b01
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_f8fb2f4a85e98d60.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_m10_f8fb2f4a85e98d60
+-- problem_id: v2p_m10_9418a9f5517ab259
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "clock_speed", SUM(CAST("clock_speed" AS REAL)) AS total_measure
+FROM "m10"
+GROUP BY "clock_speed"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_fc9e4f871c2e068d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_fc9e4f871c2e068d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5b7084583e5fa7519f44fef3e0f448d1635fc033
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/m10/sql/v2q_m10_fc9e4f871c2e068d.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: m10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_m10_fc9e4f871c2e068d
+-- problem_id: v2p_m10_79582ff21022f236
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT "dual_sim", SUM(CAST("px_height" AS REAL)) AS "group_value"
+  FROM "m10"
+  GROUP BY "dual_sim"
+), "total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT g."dual_sim", g."group_value"
+FROM "grouped" AS g
+CROSS JOIN "total" AS t
+WHERE g."group_value" > t."total_value" * 0.1
+ORDER BY g."group_value" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9632f7d4584285de29691e90e9df5f7b2748a823
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:06:58.474775+00:00",
+  "ended_at": "2026-05-19T16:07:01.472595+00:00",
+  "elapsed_ms": 2997.78,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33332,
+    "bytes_utf8": 33332,
+    "lines": 1131,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f881544c612249400799e3625f75c0ad233f6c67
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:07:02.475071+00:00",
+  "ended_at": "2026-05-19T16:07:05.397266+00:00",
+  "elapsed_ms": 2922.16,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33332,
+    "bytes_utf8": 33332,
+    "lines": 1131,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a7f38df196ac1381945ca2dbabf5515bb1627db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1131 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=MFALLEEN, condition_col=MGEMOMV.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "MFALLEEN",
+    "condition_col": "MGEMOMV",
+    "condition_value": "3",
+    "positive_value": "3",
+    "negative_value": "2",
+    "top_k": 13,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a7f38df196ac1381945ca2dbabf5515bb1627db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1131 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=MFALLEEN, condition_col=MGEMOMV.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "MFALLEEN",
+    "condition_col": "MGEMOMV",
+    "condition_value": "3",
+    "positive_value": "3",
+    "negative_value": "2",
+    "top_k": 13,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3d12a1808ff93fa079fbc83be14b277d14f02289
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-8bae-7303-b022-7b13734aa804"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e3da70b7db0b5b31ecdee0a3bf9035f959158a06
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-8bae-7303-b022-7b13734aa804"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a58330a5185099f5495f4f8916bb1026037afdf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-9b47-7351-a78e-566c4c6652a0"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6d6e616c616e6c0d89f7e93984595d76c0daf3c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-9b47-7351-a78e-566c4c6652a0"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_02e5a59d1fa96e13/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..52dcd244914db4eb3dbb1ca7499a2e5caaa05d63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33389, "bytes_utf8": 33389, "lines": 1132, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23102, "cached_input_tokens": 21888, "output_tokens": 614, "reasoning_output_tokens": 482}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d3a0e0fbfa8e3ce7c8c619d0b97873401a1c8de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_08e5a60396cbc3d1",
+    "api_calls": 0,
+    "input_tokens": 23102,
+    "cached_input_tokens": 21888,
+    "output_tokens": 614,
+    "total_tokens": 23716,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 14007.58,
+    "sql_execution_elapsed_ms_total": 2.68,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9820e707b677f5977c94b03d896b9eaefd50b28d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:44:32.145228+00:00",
+  "ended_at": "2026-05-19T15:44:46.152836+00:00",
+  "elapsed_ms": 14007.58,
+  "prompt_metrics": {
+    "chars": 33389,
+    "bytes_utf8": 33389,
+    "lines": 1132,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 804,
+    "bytes_utf8": 804,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 448,
+      "bytes_utf8": 448,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23102,
+      "cached_input_tokens": 21888,
+      "output_tokens": 614,
+      "reasoning_output_tokens": 482
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a179025cc1583d9129f1dd8879c2b8274ff23209
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1132 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=MOSTYPE, group_col_2=PVRAAUT.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "MOSTYPE",
+    "group_col_2": "PVRAAUT",
+    "predicate_col": "PMOTSCO",
+    "predicate_op": ">=",
+    "predicate_value": 5.0,
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30a2c152db365c803ecd5d56e8c49a3029eca97c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e9-0086-7a52-b08a-c020b1cfeca4"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PVRAAUT\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nWHERE CAST(\\\"PMOTSCO\\\" AS REAL) >= 5.0\\nGROUP BY \\\"MOSTYPE\\\", \\\"PVRAAUT\\\"\\nORDER BY row_count DESC\\nLIMIT 13;\",\"notes\":\"Used the planned filtered two-dimensional group-count template with group columns MOSTYPE and PVRAAUT, filtering on PMOTSCO >= 5.0. CAST is applied because the schema stores PMOTSCO as TEXT in SQLite.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23102,"cached_input_tokens":21888,"output_tokens":614,"reasoning_output_tokens":482}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce59fcbb401f68053fb9671aeabbe8408e587786
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"MOSTYPE\", \"PVRAAUT\", COUNT(*) AS row_count\nFROM \"n15\"\nWHERE CAST(\"PMOTSCO\" AS REAL) >= 5.0\nGROUP BY \"MOSTYPE\", \"PVRAAUT\"\nORDER BY row_count DESC\nLIMIT 13;","notes":"Used the planned filtered two-dimensional group-count template with group columns MOSTYPE and PVRAAUT, filtering on PMOTSCO >= 5.0. CAST is applied because the schema stores PMOTSCO as TEXT in SQLite."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_08e5a60396cbc3d1/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b30b1ee5392b2084e7113bd415f22f7989c8c9f8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33321, "bytes_utf8": 33321, "lines": 1131, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23073, "cached_input_tokens": 21888, "output_tokens": 448, "reasoning_output_tokens": 322}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9cc4a33ca9b635c60369d99b03d50c468d36520f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_10dd5b89b4c07b73",
+    "api_calls": 0,
+    "input_tokens": 23073,
+    "cached_input_tokens": 21888,
+    "output_tokens": 448,
+    "total_tokens": 23521,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10518.1,
+    "sql_execution_elapsed_ms_total": 10.25,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..71a12d479bb94b39e08234ec9dc7b0f388d22f01
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:08:43.086361+00:00",
+  "ended_at": "2026-05-19T16:08:53.604521+00:00",
+  "elapsed_ms": 10518.1,
+  "prompt_metrics": {
+    "chars": 33321,
+    "bytes_utf8": 33321,
+    "lines": 1131,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 782,
+    "bytes_utf8": 782,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 427,
+      "bytes_utf8": 427,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23073,
+      "cached_input_tokens": 21888,
+      "output_tokens": 448,
+      "reasoning_output_tokens": 322
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..99fdbf6c5598cf7c328ff6e39dc5f2f2cbca0b8b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1131 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=MOPLLAAG, condition_col=MAUT2.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "MOPLLAAG",
+    "condition_col": "MAUT2",
+    "condition_value": "0",
+    "positive_value": "2",
+    "negative_value": "0",
+    "top_k": 18,
+    "top_n": 7,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3aca852b2009f83a175a673cfc9febaff6f701d1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-2440-7c21-944e-79fc0343ad6a"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"MOPLLAAG\\\",\\n       AVG(CASE WHEN \\\"MAUT2\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MOPLLAAG\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the grouped condition-rate template with group_col=\\\"MOPLLAAG\\\" and condition_col=\\\"MAUT2\\\". The condition value is compared as text ('0') because the SQLite schema stores these fields as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23073,"cached_input_tokens":21888,"output_tokens":448,"reasoning_output_tokens":322}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..77500674d40ddbe2f4716ae51c9181ef8001e3d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"MOPLLAAG\",\n       AVG(CASE WHEN \"MAUT2\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n15\"\nGROUP BY \"MOPLLAAG\"\nORDER BY condition_rate DESC;","notes":"Uses the grouped condition-rate template with group_col=\"MOPLLAAG\" and condition_col=\"MAUT2\". The condition value is compared as text ('0') because the SQLite schema stores these fields as TEXT."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_10dd5b89b4c07b73/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5a540ab3044c0897930b1655b0bc045c48bb9c37
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33255, "bytes_utf8": 33255, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1932, "bytes_utf8": 1932, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23048, "cached_input_tokens": 21888, "output_tokens": 1163, "reasoning_output_tokens": 516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a23b5ada8db4e80d07cf3975c98eb8622445971b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_15ca0d8d7ea243f5",
+    "api_calls": 0,
+    "input_tokens": 23048,
+    "cached_input_tokens": 21888,
+    "output_tokens": 1163,
+    "total_tokens": 24211,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 19439.25,
+    "sql_execution_elapsed_ms_total": 67.18,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..00f0a5310357e87e8ce371a78892483a2a01352b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:58:10.490802+00:00",
+  "ended_at": "2026-05-19T15:58:29.930085+00:00",
+  "elapsed_ms": 19439.25,
+  "prompt_metrics": {
+    "chars": 33255,
+    "bytes_utf8": 33255,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 2560,
+    "bytes_utf8": 2560,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 1932,
+      "bytes_utf8": 1932,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23048,
+      "cached_input_tokens": 21888,
+      "output_tokens": 1163,
+      "reasoning_output_tokens": 516
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0cd57fa6bff34cbcf3f033749a48e80bb4c4007d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=MAANTHUI, measure_col=MAUT0.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "MAANTHUI",
+    "measure_col": "MAUT0",
+    "top_k": 12,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..97f9ebd49a4ea38b362b9b7e2f789d7e2d0e13df
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f5-7d6d-78d0-8032-834221cd65fc"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"MAANTHUI\\\" AS \\\"group_col\\\",\\n    CAST(\\\"MAUT0\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"MAANTHUI\\\"\\n      ORDER BY CAST(\\\"MAUT0\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"MAANTHUI\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"n15\\\"\\n  WHERE \\\"MAANTHUI\\\" IS NOT NULL\\n    AND \\\"MAUT0\\\" IS NOT NULL\\n),\\n\\\"rank_params\\\" AS (\\n  SELECT DISTINCT\\n    \\\"group_col\\\",\\n    \\\"cnt\\\",\\n    (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"target_rank\\\",\\n    CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"floor_rank\\\",\\n    CASE\\n      WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n        THEN CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n      ELSE CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n    END AS \\\"ceil_rank\\\"\\n  FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    p.\\\"group_col\\\",\\n    p.\\\"target_rank\\\",\\n    p.\\\"floor_rank\\\",\\n    p.\\\"ceil_rank\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"floor_rank\\\" THEN o.\\\"measure\\\" END) AS \\\"floor_value\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"ceil_rank\\\" THEN o.\\\"measure\\\" END) AS \\\"ceil_value\\\"\\n  FROM \\\"rank_params\\\" AS p\\n  JOIN \\\"ordered\\\" AS o\\n    ON o.\\\"group_col\\\" = p.\\\"group_col\\\"\\n  GROUP BY\\n    p.\\\"group_col\\\",\\n    p.\\\"target_rank\\\",\\n    p.\\\"floor_rank\\\",\\n    p.\\\"ceil_rank\\\"\\n)\\nSELECT\\n  \\\"group_col\\\" AS \\\"MAANTHUI\\\",\\n  CASE\\n    WHEN \\\"floor_rank\\\" = \\\"ceil_rank\\\" THEN \\\"floor_value\\\"\\n    ELSE \\\"floor_value\\\" + ((\\\"target_rank\\\" - \\\"floor_rank\\\") * (\\\"ceil_value\\\" - \\\"floor_value\\\"))\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates the 0.9 percentile for each \\\"MAANTHUI\\\" group in SQLite using window functions and linear interpolation, because SQLite does not support PERCENTILE_CONT. \\\"MAUT0\\\" is cast from TEXT to REAL before ranking.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23048,"cached_input_tokens":21888,"output_tokens":1163,"reasoning_output_tokens":516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d6da046253e121c8cab1d8f9bebdfca1c0606533
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n  SELECT\n    \"MAANTHUI\" AS \"group_col\",\n    CAST(\"MAUT0\" AS REAL) AS \"measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"MAANTHUI\"\n      ORDER BY CAST(\"MAUT0\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"MAANTHUI\"\n    ) AS \"cnt\"\n  FROM \"n15\"\n  WHERE \"MAANTHUI\" IS NOT NULL\n    AND \"MAUT0\" IS NOT NULL\n),\n\"rank_params\" AS (\n  SELECT DISTINCT\n    \"group_col\",\n    \"cnt\",\n    (1.0 + 0.9 * (\"cnt\" - 1)) AS \"target_rank\",\n    CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"floor_rank\",\n    CASE\n      WHEN (1.0 + 0.9 * (\"cnt\" - 1)) = CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n        THEN CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n      ELSE CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n    END AS \"ceil_rank\"\n  FROM \"ordered\"\n),\n\"picked\" AS (\n  SELECT\n    p.\"group_col\",\n    p.\"target_rank\",\n    p.\"floor_rank\",\n    p.\"ceil_rank\",\n    MAX(CASE WHEN o.\"rn\" = p.\"floor_rank\" THEN o.\"measure\" END) AS \"floor_value\",\n    MAX(CASE WHEN o.\"rn\" = p.\"ceil_rank\" THEN o.\"measure\" END) AS \"ceil_value\"\n  FROM \"rank_params\" AS p\n  JOIN \"ordered\" AS o\n    ON o.\"group_col\" = p.\"group_col\"\n  GROUP BY\n    p.\"group_col\",\n    p.\"target_rank\",\n    p.\"floor_rank\",\n    p.\"ceil_rank\"\n)\nSELECT\n  \"group_col\" AS \"MAANTHUI\",\n  CASE\n    WHEN \"floor_rank\" = \"ceil_rank\" THEN \"floor_value\"\n    ELSE \"floor_value\" + ((\"target_rank\" - \"floor_rank\") * (\"ceil_value\" - \"floor_value\"))\n  END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates the 0.9 percentile for each \"MAANTHUI\" group in SQLite using window functions and linear interpolation, because SQLite does not support PERCENTILE_CONT. \"MAUT0\" is cast from TEXT to REAL before ranking."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_15ca0d8d7ea243f5/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d2fb1b6e352b698b78fd1150a47012eb504b0678
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/conversation.jsonl
@@ -0,0 +1,2 @@
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+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 635, "bytes_utf8": 635, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23148, "cached_input_tokens": 21888, "output_tokens": 667, "reasoning_output_tokens": 488}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..531cbfdf3eb4c9f254dfdd8757bdafa9573c753b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_187cafd064a7989f",
+    "api_calls": 0,
+    "input_tokens": 23148,
+    "cached_input_tokens": 21888,
+    "output_tokens": 667,
+    "total_tokens": 23815,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 16091.04,
+    "sql_execution_elapsed_ms_total": 8.75,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..939cd4602805687029cf991fea3086494df32abf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:50:00.404220+00:00",
+  "ended_at": "2026-05-19T15:50:16.495303+00:00",
+  "elapsed_ms": 16091.04,
+  "prompt_metrics": {
+    "chars": 33637,
+    "bytes_utf8": 33637,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1004,
+    "bytes_utf8": 1004,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 635,
+      "bytes_utf8": 635,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23148,
+      "cached_input_tokens": 21888,
+      "output_tokens": 667,
+      "reasoning_output_tokens": 488
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..77ceac0eea065333596b5b5e3709deb9882db545
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=AWERKT, measure_col=MBERZELF.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "AWERKT",
+    "measure_col": "MBERZELF",
+    "top_k": 18,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.28,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a38b791fedeb26a768044556cc774b7921392d25
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ee-02f5-7af1-b937-e2bcc5697b25"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT\\n        \\\"AWERKT\\\",\\n        SUM(CAST(\\\"MBERZELF\\\" AS REAL)) AS group_value\\n    FROM \\\"n15\\\"\\n    GROUP BY \\\"AWERKT\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"AWERKT\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the planned relative-to-total threshold template with group_col=\\\"AWERKT\\\" and measure_col=\\\"MBERZELF\\\". CAST to REAL is included because the schema stores these fields as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23148,"cached_input_tokens":21888,"output_tokens":667,"reasoning_output_tokens":488}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ad6a0ce09d36f74b64ec8964090be3054ba7206
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT\n        \"AWERKT\",\n        SUM(CAST(\"MBERZELF\" AS REAL)) AS group_value\n    FROM \"n15\"\n    GROUP BY \"AWERKT\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"AWERKT\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the planned relative-to-total threshold template with group_col=\"AWERKT\" and measure_col=\"MBERZELF\". CAST to REAL is included because the schema stores these fields as TEXT."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_187cafd064a7989f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9a7b660fa5db57714d7a7d3f69018bc017651b00
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/conversation.jsonl
@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33260, "bytes_utf8": 33260, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "}
+{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 33260, "bytes_utf8": 33260, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 994, "bytes_utf8": 994, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23047, "cached_input_tokens": 12032, "output_tokens": 811, "reasoning_output_tokens": 516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2d44660b03809a7aa8e8f58721880fc71974a01
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 2,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_1c945ca01813b57d",
+    "api_calls": 0,
+    "input_tokens": 23047,
+    "cached_input_tokens": 12032,
+    "output_tokens": 811,
+    "total_tokens": 23858,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 18085.95,
+    "sql_execution_elapsed_ms_total": 23.44,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9689a0df5a152b5f3e953dabd8426a3f7cbc5bdc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:04:23.717601+00:00",
+  "ended_at": "2026-05-19T16:04:27.086288+00:00",
+  "elapsed_ms": 3368.65,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33260,
+    "bytes_utf8": 33260,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e95b06c5ccdcd0b07b19988c49733b712ca1389
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:04:28.088852+00:00",
+  "ended_at": "2026-05-19T16:04:42.806188+00:00",
+  "elapsed_ms": 14717.3,
+  "prompt_metrics": {
+    "chars": 33260,
+    "bytes_utf8": 33260,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1429,
+    "bytes_utf8": 1429,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 994,
+      "bytes_utf8": 994,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23047,
+      "cached_input_tokens": 12032,
+      "output_tokens": 811,
+      "reasoning_output_tokens": 516
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6c13c45aab0fce233b32f1e91f4feb6d2fe59a7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=MGODPR, measure_col=MINK4575.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "MGODPR",
+    "measure_col": "MINK4575",
+    "top_k": 17,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6c13c45aab0fce233b32f1e91f4feb6d2fe59a7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=MGODPR, measure_col=MINK4575.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "MGODPR",
+    "measure_col": "MINK4575",
+    "top_k": 17,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..318c7fb34dd4dddc160dc696af4f18369cddcdb4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fb-2f19-70e3-b36e-33ff90f3fbb4"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..da3ce045a2ea9dcfc6407793a1c37835a3c0c45c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fb-2f19-70e3-b36e-33ff90f3fbb4"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bae4e90da1bb5db79087a93d6d35086d5e4cec28
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fb-4045-7712-bb66-2cb691ce52d9"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"MGODPR\\\",\\n    CAST(\\\"MINK4575\\\" AS REAL) AS \\\"measure_value\\\",\\n    CUME_DIST() OVER (\\n      PARTITION BY \\\"MGODPR\\\"\\n      ORDER BY CAST(\\\"MINK4575\\\" AS REAL)\\n    ) AS \\\"cume_dist_value\\\"\\n  FROM \\\"n15\\\"\\n  WHERE \\\"MGODPR\\\" IS NOT NULL\\n    AND \\\"MINK4575\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n  SELECT\\n    \\\"MGODPR\\\",\\n    MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\n  FROM \\\"ranked\\\"\\n  WHERE \\\"cume_dist_value\\\" >= 0.9\\n  GROUP BY \\\"MGODPR\\\"\\n)\\nSELECT\\n  \\\"MGODPR\\\",\\n  \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query uses CUME_DIST to compute a SQLite-compatible 90th percentile point per MGODPR group, returning the smallest MINK4575 value whose cumulative distribution is at least 0.9. The measure column is CAST to REAL because the schema stores numeric-looking values as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23047,"cached_input_tokens":12032,"output_tokens":811,"reasoning_output_tokens":516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9fa7c1e59f6a77f513233f3841df44847a25f5aa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_response_attempt_2.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n  SELECT\n    \"MGODPR\",\n    CAST(\"MINK4575\" AS REAL) AS \"measure_value\",\n    CUME_DIST() OVER (\n      PARTITION BY \"MGODPR\"\n      ORDER BY CAST(\"MINK4575\" AS REAL)\n    ) AS \"cume_dist_value\"\n  FROM \"n15\"\n  WHERE \"MGODPR\" IS NOT NULL\n    AND \"MINK4575\" IS NOT NULL\n),\n\"percentiles\" AS (\n  SELECT\n    \"MGODPR\",\n    MIN(\"measure_value\") AS \"percentile_measure\"\n  FROM \"ranked\"\n  WHERE \"cume_dist_value\" >= 0.9\n  GROUP BY \"MGODPR\"\n)\nSELECT\n  \"MGODPR\",\n  \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query uses CUME_DIST to compute a SQLite-compatible 90th percentile point per MGODPR group, returning the smallest MINK4575 value whose cumulative distribution is at least 0.9. The measure column is CAST to REAL because the schema stores numeric-looking values as TEXT."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1c945ca01813b57d/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4e37492f6784f8d0c3e8582c602738cccdddfe8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:20.001100+00:00",
+  "ended_at": "2026-05-19T16:12:23.383648+00:00",
+  "elapsed_ms": 3382.52,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33162,
+    "bytes_utf8": 33162,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..808962e2b31dd2fbe73b708d92d6724ef7cdde88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:24.386871+00:00",
+  "ended_at": "2026-05-19T16:12:27.555151+00:00",
+  "elapsed_ms": 3168.24,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33162,
+    "bytes_utf8": 33162,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d7eba0d04039c7ea4dfe8095ded6fac220e72e63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=PPERSAUT, measure_col=MSKA.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "PPERSAUT",
+    "measure_col": "MSKA",
+    "top_k": 17,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 2.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d7eba0d04039c7ea4dfe8095ded6fac220e72e63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=PPERSAUT, measure_col=MSKA.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "PPERSAUT",
+    "measure_col": "MSKA",
+    "top_k": 17,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 2.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ba7689eaee3c220c1002b6eba0fb70a8ff3c6f0b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-739b-72b3-875e-c61f8f0d6de2"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..61baad5e93b6a4d47386fc4cf9eb25d4665857f8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-739b-72b3-875e-c61f8f0d6de2"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af02f1c6356d4ae54b5ed1aeae02e668182bb4bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-84d3-70c0-98d6-138f504e7bbe"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d8690a86434200207177b4f66891e38c83fe844
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-84d3-70c0-98d6-138f504e7bbe"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1cda2f74d3792732/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b92698478313e51bf17f0591bd497a84eabe854f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:12.941282+00:00",
+  "ended_at": "2026-05-19T16:12:15.815312+00:00",
+  "elapsed_ms": 2874.0,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33162,
+    "bytes_utf8": 33162,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..491614f5ff398ce4e14e94ff300b59927f449d2c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:16.817563+00:00",
+  "ended_at": "2026-05-19T16:12:19.996186+00:00",
+  "elapsed_ms": 3178.6,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33162,
+    "bytes_utf8": 33162,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..952ed197aa1d1257119c889a320e2c777067e2ce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=PPERSAUT, measure_col=MSKA.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "PPERSAUT",
+    "measure_col": "MSKA",
+    "top_k": 12,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..952ed197aa1d1257119c889a320e2c777067e2ce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=PPERSAUT, measure_col=MSKA.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "PPERSAUT",
+    "measure_col": "MSKA",
+    "top_k": 12,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dee83922388807d7d59c3499065ec227dfd1ae01
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-5809-7453-8655-33bef6481610"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..539379c81f5b801f3d8a9dfe008d551f0b7e442d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-5809-7453-8655-33bef6481610"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1ae190f12c48b82b0b953a8788ba362f7f507997
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-672b-7ee0-a080-421d09bb8a28"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..843a7db18c56e4b1c7f69c390f2c69e9c07458c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-672b-7ee0-a080-421d09bb8a28"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_1eac4afb43485ef4/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fa496bd2d216e2e9494c9b67dc68e263fe0bf52a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33637, "bytes_utf8": 33637, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 758, "bytes_utf8": 758, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23148, "cached_input_tokens": 21888, "output_tokens": 793, "reasoning_output_tokens": 574}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b5baeb5ca75b48c8b99684d2b91b510b08b700b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_2124153fa4a5b5d1",
+    "api_calls": 0,
+    "input_tokens": 23148,
+    "cached_input_tokens": 21888,
+    "output_tokens": 793,
+    "total_tokens": 23941,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 30266.3,
+    "sql_execution_elapsed_ms_total": 12.61,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..04a90ef209736dd7ca13fc8524f1d35ad2ee04e4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:51:54.850115+00:00",
+  "ended_at": "2026-05-19T15:52:25.116476+00:00",
+  "elapsed_ms": 30266.3,
+  "prompt_metrics": {
+    "chars": 33637,
+    "bytes_utf8": 33637,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 2495,
+    "bytes_utf8": 2495,
+    "lines": 8,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 758,
+      "bytes_utf8": 758,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23148,
+      "cached_input_tokens": 21888,
+      "output_tokens": 793,
+      "reasoning_output_tokens": 574
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0df723a239f6b8badd60428a81cd519b7f5442a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=AGEZONG, measure_col=MBERARBO.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "AGEZONG",
+    "measure_col": "MBERARBO",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..761bb0c737d061c9107391d0e3eb19468e959c53
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,8 @@
+{"type":"thread.started","thread_id":"019e40ef-c1fc-7f21-8366-a98c0acb473a"}
+{"type":"turn.started"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1981820, Requested 23783. Please try again in 168ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1990227, Requested 23783. Please try again in 420ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1987902, Requested 23783. Please try again in 350ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 23783. Please try again in 713ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"AGEZONG\\\", SUM(CAST(\\\"MBERARBO\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"n15\\\"\\n    WHERE \\\"AGEZONG\\\" IS NOT NULL\\n      AND \\\"MBERARBO\\\" IS NOT NULL\\n    GROUP BY \\\"AGEZONG\\\"\\n), total AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM grouped\\n)\\nSELECT g.\\\"AGEZONG\\\", g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Uses the planned relative-to-total threshold template with group_col=\\\"AGEZONG\\\", measure_col=\\\"MBERARBO\\\", and fraction_threshold=0.1. Casts the measure from TEXT to REAL for SQLite-safe aggregation and filters out NULLs.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23148,"cached_input_tokens":21888,"output_tokens":793,"reasoning_output_tokens":574}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c23c186539fe4ca5c6bc96af20c0c41a426ae6e2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT \"AGEZONG\", SUM(CAST(\"MBERARBO\" AS REAL)) AS \"group_value\"\n    FROM \"n15\"\n    WHERE \"AGEZONG\" IS NOT NULL\n      AND \"MBERARBO\" IS NOT NULL\n    GROUP BY \"AGEZONG\"\n), total AS (\n    SELECT SUM(\"group_value\") AS \"total_value\"\n    FROM grouped\n)\nSELECT g.\"AGEZONG\", g.\"group_value\"\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Uses the planned relative-to-total threshold template with group_col=\"AGEZONG\", measure_col=\"MBERARBO\", and fraction_threshold=0.1. Casts the measure from TEXT to REAL for SQLite-safe aggregation and filters out NULLs."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2124153fa4a5b5d1/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d86a9e0f27ecbef4527af4258290ff91797f589e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_26878e3e07183063/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33637, "bytes_utf8": 33637, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 687, "bytes_utf8": 687, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23142, "cached_input_tokens": 12032, "output_tokens": 624, "reasoning_output_tokens": 418}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..114222c440d832288be5dd7b20ce9a6c4bb143ce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33884, "bytes_utf8": 33884, "lines": 1131, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 709, "bytes_utf8": 709, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23218, "cached_input_tokens": 12032, "output_tokens": 733, "reasoning_output_tokens": 516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8756424b1f05aeb4c0edffb78d52db252c46f4c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_2b0fa76af1422f5c",
+    "api_calls": 0,
+    "input_tokens": 23218,
+    "cached_input_tokens": 12032,
+    "output_tokens": 733,
+    "total_tokens": 23951,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13154.48,
+    "sql_execution_elapsed_ms_total": 10.9,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..28d1747755e73fa20b4a1ab4bd3b1bf4e8cfe811
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:41:47.241347+00:00",
+  "ended_at": "2026-05-19T15:42:00.395855+00:00",
+  "elapsed_ms": 13154.48,
+  "prompt_metrics": {
+    "chars": 33884,
+    "bytes_utf8": 33884,
+    "lines": 1131,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1112,
+    "bytes_utf8": 1112,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 709,
+      "bytes_utf8": 709,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23218,
+      "cached_input_tokens": 12032,
+      "output_tokens": 733,
+      "reasoning_output_tokens": 516
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..94f09d70902fd31a22b443e06120ed0b95841719
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1131 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=MINKM30, condition_col=AWERKT.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "MINKM30",
+    "condition_col": "AWERKT",
+    "condition_value": "0",
+    "positive_value": "0",
+    "negative_value": "2",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..686570d46ec08b0354e9638d5cb679b823423f50
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e6-7c80-79d3-8b79-4d3bb856510d"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n    SELECT\\n        \\\"MINKM30\\\",\\n        SUM(CASE WHEN \\\"AWERKT\\\" = '0' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n        SUM(CASE WHEN \\\"AWERKT\\\" = '2' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n    FROM \\\"n15\\\"\\n    GROUP BY \\\"MINKM30\\\"\\n)\\nSELECT\\n    \\\"MINKM30\\\",\\n    CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Applies the grouped ratio template using \\\"MINKM30\\\" as the grouping column and compares counts where \\\"AWERKT\\\" equals '0' versus '2'. Values are treated as text to match the SQLite schema.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23218,"cached_input_tokens":12032,"output_tokens":733,"reasoning_output_tokens":516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2666cee12c86f35a8ef8738df8ebcedd717f417d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n    SELECT\n        \"MINKM30\",\n        SUM(CASE WHEN \"AWERKT\" = '0' THEN 1 ELSE 0 END) AS \"numerator_count\",\n        SUM(CASE WHEN \"AWERKT\" = '2' THEN 1 ELSE 0 END) AS \"denominator_count\"\n    FROM \"n15\"\n    GROUP BY \"MINKM30\"\n)\nSELECT\n    \"MINKM30\",\n    CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC;","notes":"Applies the grouped ratio template using \"MINKM30\" as the grouping column and compares counts where \"AWERKT\" equals '0' versus '2'. Values are treated as text to match the SQLite schema."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2b0fa76af1422f5c/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4ca3674b3d5294e25e045a87077f3f017e78ed8f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/conversation.jsonl
@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33257, "bytes_utf8": 33257, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "}
+{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 33257, "bytes_utf8": 33257, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1077, "bytes_utf8": 1077, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23047, "cached_input_tokens": 21888, "output_tokens": 2351, "reasoning_output_tokens": 2012}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..719786bfface4b068788c5619f69f45d8eb47141
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 2,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_2ffff16664b18242",
+    "api_calls": 0,
+    "input_tokens": 23047,
+    "cached_input_tokens": 21888,
+    "output_tokens": 2351,
+    "total_tokens": 25398,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 42747.85,
+    "sql_execution_elapsed_ms_total": 48.2,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..61e3752d82e469d9396d9231d961270c92cf1e91
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:04:42.840247+00:00",
+  "ended_at": "2026-05-19T16:04:46.068725+00:00",
+  "elapsed_ms": 3228.44,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33257,
+    "bytes_utf8": 33257,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..671c1dfd20b1761661721e445b6331a6157b66c6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:04:47.071512+00:00",
+  "ended_at": "2026-05-19T16:05:26.590962+00:00",
+  "elapsed_ms": 39519.41,
+  "prompt_metrics": {
+    "chars": 33257,
+    "bytes_utf8": 33257,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1544,
+    "bytes_utf8": 1544,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 1077,
+      "bytes_utf8": 1077,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23047,
+      "cached_input_tokens": 21888,
+      "output_tokens": 2351,
+      "reasoning_output_tokens": 2012
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df1576f445ead80eef23d392daf78fbe4866896e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=MGODOV, measure_col=MINK7512.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "MGODOV",
+    "measure_col": "MINK7512",
+    "top_k": 13,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df1576f445ead80eef23d392daf78fbe4866896e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=MGODOV, measure_col=MINK7512.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "MGODOV",
+    "measure_col": "MINK7512",
+    "top_k": 13,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f352f5c2ca5a7e6987982261a0947582e10c3925
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fb-79e4-7152-bbed-8b586fce9be1"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d08289b11e4808f1f0dbffe4e353986978f8ba4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fb-79e4-7152-bbed-8b586fce9be1"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..84a2e19adb0f5e7dbaee3ad1f0b991ed67abcd7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fb-8a6e-7da3-b0e2-d738ab09f070"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"typed\\\" AS (\\n  SELECT\\n    \\\"MGODOV\\\",\\n    CAST(NULLIF(TRIM(\\\"MINK7512\\\"), '') AS REAL) AS \\\"measure_value\\\"\\n  FROM \\\"n15\\\"\\n  WHERE \\\"MGODOV\\\" IS NOT NULL\\n    AND TRIM(\\\"MGODOV\\\") <> ''\\n    AND NULLIF(TRIM(\\\"MINK7512\\\"), '') IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n  SELECT\\n    \\\"MGODOV\\\",\\n    \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"MGODOV\\\"\\n      ORDER BY \\\"measure_value\\\" ASC\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"MGODOV\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"typed\\\"\\n)\\nSELECT\\n  \\\"MGODOV\\\",\\n  MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n  AND 10 * \\\"rn\\\" >= 9 * \\\"cnt\\\"\\nGROUP BY \\\"MGODOV\\\"\\nORDER BY \\\"percentile_measure\\\" DESC,\\n         \\\"MGODOV\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per MGODOV group via window functions. It casts text-encoded MINK7512 values to REAL, excludes blank values, and applies the bound minimum group size of 5.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23047,"cached_input_tokens":21888,"output_tokens":2351,"reasoning_output_tokens":2012}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..60c18fa83627a6207ded71cb8c0fe5c19d5dbbf6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_response_attempt_2.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"typed\" AS (\n  SELECT\n    \"MGODOV\",\n    CAST(NULLIF(TRIM(\"MINK7512\"), '') AS REAL) AS \"measure_value\"\n  FROM \"n15\"\n  WHERE \"MGODOV\" IS NOT NULL\n    AND TRIM(\"MGODOV\") <> ''\n    AND NULLIF(TRIM(\"MINK7512\"), '') IS NOT NULL\n),\n\"ranked\" AS (\n  SELECT\n    \"MGODOV\",\n    \"measure_value\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"MGODOV\"\n      ORDER BY \"measure_value\" ASC\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"MGODOV\"\n    ) AS \"cnt\"\n  FROM \"typed\"\n)\nSELECT\n  \"MGODOV\",\n  MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n  AND 10 * \"rn\" >= 9 * \"cnt\"\nGROUP BY \"MGODOV\"\nORDER BY \"percentile_measure\" DESC,\n         \"MGODOV\" ASC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per MGODOV group via window functions. It casts text-encoded MINK7512 values to REAL, excludes blank values, and applies the bound minimum group size of 5."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_2ffff16664b18242/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c9ffdb091322304fdeae98ae1c673aa67a239859
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33888, "bytes_utf8": 33888, "lines": 1131, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 650, "bytes_utf8": 650, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23218, "cached_input_tokens": 21888, "output_tokens": 547, "reasoning_output_tokens": 345}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..145fbed39b9a8d20d3efe79b9700d6f9fddc323a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_332efbef7c1bea58",
+    "api_calls": 0,
+    "input_tokens": 23218,
+    "cached_input_tokens": 21888,
+    "output_tokens": 547,
+    "total_tokens": 23765,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 15940.12,
+    "sql_execution_elapsed_ms_total": 11.4,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..dcc8a3c22b50a4663e7580d3f37b9a2182f941ed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:42:56.973540+00:00",
+  "ended_at": "2026-05-19T15:43:12.913695+00:00",
+  "elapsed_ms": 15940.12,
+  "prompt_metrics": {
+    "chars": 33888,
+    "bytes_utf8": 33888,
+    "lines": 1131,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1356,
+    "bytes_utf8": 1356,
+    "lines": 5,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 650,
+      "bytes_utf8": 650,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23218,
+      "cached_input_tokens": 21888,
+      "output_tokens": 547,
+      "reasoning_output_tokens": 345
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c9bc0228ed92c978986018e7fd6e22ab880707b2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1131 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=MINK123M, condition_col=AGEZONG.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "MINK123M",
+    "condition_col": "AGEZONG",
+    "condition_value": "0",
+    "positive_value": "0",
+    "negative_value": "1",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cdc2ba968e104df6c11bf83acf06e62f13ffe190
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40e7-8cdf-7f82-81b9-6b7455afb73e"}
+{"type":"turn.started"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 23853. Please try again in 715ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"MINK123M\\\",\\n           SUM(CASE WHEN \\\"AGEZONG\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"AGEZONG\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"n15\\\"\\n    GROUP BY \\\"MINK123M\\\"\\n)\\nSELECT \\\"MINK123M\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes, for each \\\"MINK123M\\\" group, the ratio of rows with \\\"AGEZONG\\\"='0' to rows with \\\"AGEZONG\\\"='1'. Groups with no '1' values yield NULL ratios via NULLIF.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23218,"cached_input_tokens":21888,"output_tokens":547,"reasoning_output_tokens":345}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..61262c35b8bf54e778563c2172b6de219a4d2acc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"MINK123M\",\n           SUM(CASE WHEN \"AGEZONG\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"AGEZONG\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"n15\"\n    GROUP BY \"MINK123M\"\n)\nSELECT \"MINK123M\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Computes, for each \"MINK123M\" group, the ratio of rows with \"AGEZONG\"='0' to rows with \"AGEZONG\"='1'. Groups with no '1' values yield NULL ratios via NULLIF."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_332efbef7c1bea58/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa37049ef85f1c7f8237c639c77dd7fd852e1573
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:10:20.175732+00:00",
+  "ended_at": "2026-05-19T16:10:23.414618+00:00",
+  "elapsed_ms": 3238.85,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33073,
+    "bytes_utf8": 33073,
+    "lines": 1126,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..63e465f86e3af8711f2e24b2f5d824d117c418bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:10:24.417357+00:00",
+  "ended_at": "2026-05-19T16:10:27.201209+00:00",
+  "elapsed_ms": 2783.81,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33073,
+    "bytes_utf8": 33073,
+    "lines": 1126,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..18b623c49e92b9cdf7d1008d5a814dc74dadbdc3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1126 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=MZFONDS.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "MZFONDS",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..18b623c49e92b9cdf7d1008d5a814dc74dadbdc3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1126 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=MZFONDS.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "MZFONDS",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e28ac93efb248f91ef4830aef4adbdea437e825
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-9f9d-7ef1-946c-1abb502d6bbf"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..50d446de6da9bd8fba4e44ecb71575873939bebd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-9f9d-7ef1-946c-1abb502d6bbf"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..69705aae7c23c7e996672a828d94c67187fd3f76
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-b018-78f2-bdd9-774cb879556a"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a753e4274520812ef2d5b60b4480bf32bdf8806b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-b018-78f2-bdd9-774cb879556a"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_43b11eb3e747b42c/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a1bd62168f077897f6594c985a8ee71bab3f0bdf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33630, "bytes_utf8": 33630, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 625, "bytes_utf8": 625, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23146, "cached_input_tokens": 21888, "output_tokens": 574, "reasoning_output_tokens": 394}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e6cf3f2301f37f0d8de8ecb360458c1609354fe5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_44b33beed175fb01",
+    "api_calls": 0,
+    "input_tokens": 23146,
+    "cached_input_tokens": 21888,
+    "output_tokens": 574,
+    "total_tokens": 23720,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11466.23,
+    "sql_execution_elapsed_ms_total": 7.28,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae906dd5e6ccdb78a5dc367c010e718f04bff812
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:53:40.397296+00:00",
+  "ended_at": "2026-05-19T15:53:51.863574+00:00",
+  "elapsed_ms": 11466.23,
+  "prompt_metrics": {
+    "chars": 33630,
+    "bytes_utf8": 33630,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 996,
+    "bytes_utf8": 996,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 625,
+      "bytes_utf8": 625,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23146,
+      "cached_input_tokens": 21888,
+      "output_tokens": 574,
+      "reasoning_output_tokens": 394
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0f73085128bcb0fad210d6feb61b535b64d01d73
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=AZEILPL, measure_col=MSKB2.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "AZEILPL",
+    "measure_col": "MSKB2",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..645947d9be343cca35e26392a0ccd75a501bd908
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-5e46-71b0-8a28-ca4ec9395a43"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"AZEILPL\\\", SUM(CAST(\\\"MSKB2\\\" AS REAL)) AS group_value\\n    FROM \\\"n15\\\"\\n    GROUP BY \\\"AZEILPL\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"AZEILPL\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"AZEILPL\\\" and measure_col=\\\"MSKB2\\\". Cast \\\"MSKB2\\\" to REAL because the SQLite schema stores values as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23146,"cached_input_tokens":21888,"output_tokens":574,"reasoning_output_tokens":394}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d27bb9ddf23d7a1ed950cd5a5bbb9381254525f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT \"AZEILPL\", SUM(CAST(\"MSKB2\" AS REAL)) AS group_value\n    FROM \"n15\"\n    GROUP BY \"AZEILPL\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"AZEILPL\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\"AZEILPL\" and measure_col=\"MSKB2\". Cast \"MSKB2\" to REAL because the SQLite schema stores values as TEXT."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_44b33beed175fb01/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..978c796b8817b72a95139b52fa8b5cab5b0bc9a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33642, "bytes_utf8": 33642, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 654, "bytes_utf8": 654, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23148, "cached_input_tokens": 21888, "output_tokens": 584, "reasoning_output_tokens": 402}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..80b160a90a120fd4fa2b8113efc5c271e05d31c6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_48119b0820e22bbd",
+    "api_calls": 0,
+    "input_tokens": 23148,
+    "cached_input_tokens": 21888,
+    "output_tokens": 584,
+    "total_tokens": 23732,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12562.66,
+    "sql_execution_elapsed_ms_total": 10.56,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cae6e7b3af65047fc67dfedea1e9b79f46dce784
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:51:42.264000+00:00",
+  "ended_at": "2026-05-19T15:51:54.826709+00:00",
+  "elapsed_ms": 12562.66,
+  "prompt_metrics": {
+    "chars": 33642,
+    "bytes_utf8": 33642,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1025,
+    "bytes_utf8": 1025,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 654,
+      "bytes_utf8": 654,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23148,
+      "cached_input_tokens": 21888,
+      "output_tokens": 584,
+      "reasoning_output_tokens": 402
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa5eb85635faab444ff13eca898401f2231ee01f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=APERSONG, measure_col=MBERARBG.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "APERSONG",
+    "measure_col": "MBERARBG",
+    "top_k": 16,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8d0fdd1c4c30e15ca59d8159144c16c2fb79f17e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ef-90cd-7220-a802-24685f0bee0d"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT\\n        \\\"APERSONG\\\",\\n        SUM(CAST(\\\"MBERARBG\\\" AS REAL)) AS group_value\\n    FROM \\\"n15\\\"\\n    GROUP BY \\\"APERSONG\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT\\n    g.\\\"APERSONG\\\",\\n    g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the requested Relative-to-Total Extreme Threshold template with group_col=\\\"APERSONG\\\" and measure_col=\\\"MBERARBG\\\". CAST to REAL is added because the schema stores values as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23148,"cached_input_tokens":21888,"output_tokens":584,"reasoning_output_tokens":402}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..061eca16f4bf190af4c0a7ca9e19fc266cedfd7d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT\n        \"APERSONG\",\n        SUM(CAST(\"MBERARBG\" AS REAL)) AS group_value\n    FROM \"n15\"\n    GROUP BY \"APERSONG\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT\n    g.\"APERSONG\",\n    g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Uses the requested Relative-to-Total Extreme Threshold template with group_col=\"APERSONG\" and measure_col=\"MBERARBG\". CAST to REAL is added because the schema stores values as TEXT."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_48119b0820e22bbd/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a6233412af59bb7b3152df63c89fed7ea99bfe1b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33259, "bytes_utf8": 33259, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 763, "bytes_utf8": 763, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23046, "cached_input_tokens": 12032, "output_tokens": 2066, "reasoning_output_tokens": 1831}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4041751720753ba2d6ca81691ab88d99285e6d3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_50941cd699c186f0",
+    "api_calls": 0,
+    "input_tokens": 23046,
+    "cached_input_tokens": 12032,
+    "output_tokens": 2066,
+    "total_tokens": 25112,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 31874.85,
+    "sql_execution_elapsed_ms_total": 15.88,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b3f575fcadb13c7c9391dd14291df41e3236e72e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:54:40.109073+00:00",
+  "ended_at": "2026-05-19T15:55:11.983951+00:00",
+  "elapsed_ms": 31874.85,
+  "prompt_metrics": {
+    "chars": 33259,
+    "bytes_utf8": 33259,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1178,
+    "bytes_utf8": 1178,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 763,
+      "bytes_utf8": 763,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23046,
+      "cached_input_tokens": 12032,
+      "output_tokens": 2066,
+      "reasoning_output_tokens": 1831
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe50bc55fe4d1606269333e618e947cd5b821c92
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ABYSTAND, measure_col=MHKOOP.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "ABYSTAND",
+    "measure_col": "MHKOOP",
+    "top_k": 14,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 8.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bbc2e788908b96a6e51e5a0aed2e0952a34c1062
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-476c-79d0-b15c-c29b3be6abcc"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"ABYSTAND\\\",\\n    CAST(\\\"MHKOOP\\\" AS REAL) AS \\\"measure_value\\\",\\n    CUME_DIST() OVER (\\n      PARTITION BY \\\"ABYSTAND\\\"\\n      ORDER BY CAST(\\\"MHKOOP\\\" AS REAL)\\n    ) AS \\\"cume_dist_value\\\"\\n  FROM \\\"n15\\\"\\n  WHERE \\\"ABYSTAND\\\" IS NOT NULL\\n    AND \\\"MHKOOP\\\" IS NOT NULL\\n)\\nSELECT\\n  \\\"ABYSTAND\\\",\\n  MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cume_dist_value\\\" >= 0.95\\nGROUP BY \\\"ABYSTAND\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite has no PERCENTILE_CONT, so this uses CUME_DIST to return the smallest numeric MHKOOP value at or above the 95th percentile within each ABYSTAND group, casting MHKOOP from TEXT to REAL.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23046,"cached_input_tokens":12032,"output_tokens":2066,"reasoning_output_tokens":1831}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d457df7cbe6774693eb589e3cc9b3a7331efdaa4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n  SELECT\n    \"ABYSTAND\",\n    CAST(\"MHKOOP\" AS REAL) AS \"measure_value\",\n    CUME_DIST() OVER (\n      PARTITION BY \"ABYSTAND\"\n      ORDER BY CAST(\"MHKOOP\" AS REAL)\n    ) AS \"cume_dist_value\"\n  FROM \"n15\"\n  WHERE \"ABYSTAND\" IS NOT NULL\n    AND \"MHKOOP\" IS NOT NULL\n)\nSELECT\n  \"ABYSTAND\",\n  MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cume_dist_value\" >= 0.95\nGROUP BY \"ABYSTAND\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite has no PERCENTILE_CONT, so this uses CUME_DIST to return the smallest numeric MHKOOP value at or above the 95th percentile within each ABYSTAND group, casting MHKOOP from TEXT to REAL."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_50941cd699c186f0/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e3d316179efe4fe5d40b4af48ccb18212c420c72
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33632, "bytes_utf8": 33632, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 806, "bytes_utf8": 806, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23144, "cached_input_tokens": 12032, "output_tokens": 1211, "reasoning_output_tokens": 985}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6de9d42135252fd61d81e6e50302e573fb2f06b4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_5342c14155d3daae",
+    "api_calls": 0,
+    "input_tokens": 23144,
+    "cached_input_tokens": 12032,
+    "output_tokens": 1211,
+    "total_tokens": 24355,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 20937.74,
+    "sql_execution_elapsed_ms_total": 15.81,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..de034ea4463bc4b98c3ff40c4f3fe730bf9bcfda
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:52:48.934618+00:00",
+  "ended_at": "2026-05-19T15:53:09.872388+00:00",
+  "elapsed_ms": 20937.74,
+  "prompt_metrics": {
+    "chars": 33632,
+    "bytes_utf8": 33632,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1196,
+    "bytes_utf8": 1196,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 806,
+      "bytes_utf8": 806,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23144,
+      "cached_input_tokens": 12032,
+      "output_tokens": 1211,
+      "reasoning_output_tokens": 985
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71a293af73dc935be798d7ddd22c8e105111082d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=AWAOREG, measure_col=MSKA.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "AWAOREG",
+    "measure_col": "MSKA",
+    "top_k": 18,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 2.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e5a77f3b0456b15085eb5b44db5bd18724181bf5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-9544-7a33-b354-82cf6e4aac37"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT\\n        \\\"AWAOREG\\\",\\n        SUM(CAST(\\\"MSKA\\\" AS NUMERIC)) AS group_value\\n    FROM \\\"n15\\\"\\n    WHERE \\\"AWAOREG\\\" IS NOT NULL\\n      AND TRIM(\\\"AWAOREG\\\") <> ''\\n      AND \\\"MSKA\\\" IS NOT NULL\\n      AND TRIM(\\\"MSKA\\\") <> ''\\n    GROUP BY \\\"AWAOREG\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"AWAOREG\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with \\\"AWAOREG\\\" as the grouping column and \\\"MSKA\\\" cast to numeric for aggregation; null and blank values are filtered to keep a stable grouped view.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23144,"cached_input_tokens":12032,"output_tokens":1211,"reasoning_output_tokens":985}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..719f12e49a580ee5272c0fc34dff4637ef1b5d76
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT\n        \"AWAOREG\",\n        SUM(CAST(\"MSKA\" AS NUMERIC)) AS group_value\n    FROM \"n15\"\n    WHERE \"AWAOREG\" IS NOT NULL\n      AND TRIM(\"AWAOREG\") <> ''\n      AND \"MSKA\" IS NOT NULL\n      AND TRIM(\"MSKA\") <> ''\n    GROUP BY \"AWAOREG\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"AWAOREG\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with \"AWAOREG\" as the grouping column and \"MSKA\" cast to numeric for aggregation; null and blank values are filtered to keep a stable grouped view."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_5342c14155d3daae/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2647da9d1dc6fde1fd1e7a57e8d003cd820fec4d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33477, "bytes_utf8": 33477, "lines": 1130, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 635, "bytes_utf8": 635, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23123, "cached_input_tokens": 21888, "output_tokens": 715, "reasoning_output_tokens": 516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8e15b995de28deb6a044298b71e5cb54519ac02d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_553023ff3dfd6e63",
+    "api_calls": 0,
+    "input_tokens": 23123,
+    "cached_input_tokens": 21888,
+    "output_tokens": 715,
+    "total_tokens": 23838,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 26145.23,
+    "sql_execution_elapsed_ms_total": 8.97,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bbfb21ab357a9195299f839642208485b797f180
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:36:51.270074+00:00",
+  "ended_at": "2026-05-19T15:37:17.415324+00:00",
+  "elapsed_ms": 26145.23,
+  "prompt_metrics": {
+    "chars": 33477,
+    "bytes_utf8": 33477,
+    "lines": 1130,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1025,
+    "bytes_utf8": 1025,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 635,
+      "bytes_utf8": 635,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23123,
+      "cached_input_tokens": 21888,
+      "output_tokens": 715,
+      "reasoning_output_tokens": 516
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3921888bd761ca9bb2905fb74f56f67140bb5dd0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1130 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "required_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=MSKD, measure_col=MSKD.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "MSKD",
+    "measure_col": "MSKD",
+    "item_col": "MOSTYPE",
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f8a55f12e716515f90a2a48474ee0ad83ec12ece
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e1-f851-7c90-af36-046c05f58ab0"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"MSKD\\\",\\n  \\\"MOSTYPE\\\",\\n  SUM(CAST(\\\"MSKD\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"MSKD\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MSKD\\\" AS REAL))) OVER (PARTITION BY \\\"MSKD\\\"), 0) AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKD\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"MSKD\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MSKD\\\". Cast \\\"MSKD\\\" to REAL because the SQLite schema stores it as TEXT, and used NULLIF to avoid division-by-zero for groups where \\\"MSKD\\\" = 0.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23123,"cached_input_tokens":21888,"output_tokens":715,"reasoning_output_tokens":516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b968586ead4201901d8ae7be70ed3b1530340f2d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n  \"MSKD\",\n  \"MOSTYPE\",\n  SUM(CAST(\"MSKD\" AS REAL)) AS total_measure,\n  SUM(CAST(\"MSKD\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"MSKD\" AS REAL))) OVER (PARTITION BY \"MSKD\"), 0) AS share_within_group\nFROM \"n15\"\nGROUP BY \"MSKD\", \"MOSTYPE\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"MSKD\", item_col=\"MOSTYPE\", and measure_col=\"MSKD\". Cast \"MSKD\" to REAL because the SQLite schema stores it as TEXT, and used NULLIF to avoid division-by-zero for groups where \"MSKD\" = 0."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_553023ff3dfd6e63/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b9a2e0afba715776d3640174b911f7b678c219f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33262, "bytes_utf8": 33262, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 2076, "bytes_utf8": 2076, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23047, "cached_input_tokens": 12032, "output_tokens": 4640, "reasoning_output_tokens": 3929}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..50bdb8b4401ffe1cf3e79fbe1189bd7e71854e46
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_6288b2cfb815c504",
+    "api_calls": 0,
+    "input_tokens": 23047,
+    "cached_input_tokens": 12032,
+    "output_tokens": 4640,
+    "total_tokens": 27687,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 60899.79,
+    "sql_execution_elapsed_ms_total": 4.54,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e55c7faf40c5f18becab084138278a2575ea7784
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:03:15.192524+00:00",
+  "ended_at": "2026-05-19T16:04:16.092342+00:00",
+  "elapsed_ms": 60899.79,
+  "prompt_metrics": {
+    "chars": 33262,
+    "bytes_utf8": 33262,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 2754,
+    "bytes_utf8": 2754,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 2076,
+      "bytes_utf8": 2076,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23047,
+      "cached_input_tokens": 12032,
+      "output_tokens": 4640,
+      "reasoning_output_tokens": 3929
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7df07b4d41f9ec6feb52917aaa47bb1eb12536fe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=MGODRK, measure_col=MINK3045.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "MGODRK",
+    "measure_col": "MINK3045",
+    "top_k": 16,
+    "top_n": 7,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 4.92,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df554c5853da038bd556e44567d2e8bd044dcec1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fa-2394-7991-921a-b8b51a4eeb9b"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n  SELECT\\n    \\\"MGODRK\\\" AS \\\"group_col\\\",\\n    CAST(\\\"MINK3045\\\" AS REAL) AS \\\"measure_val\\\"\\n  FROM \\\"n15\\\"\\n  WHERE \\\"ABYSTAND\\\" = '1'\\n    AND \\\"MGODRK\\\" IS NOT NULL\\n    AND TRIM(\\\"MGODRK\\\") <> ''\\n    AND \\\"MINK3045\\\" IS NOT NULL\\n    AND TRIM(\\\"MINK3045\\\") <> ''\\n),\\n\\\"ordered\\\" AS (\\n  SELECT\\n    \\\"group_col\\\",\\n    \\\"measure_val\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"group_col\\\"\\n      ORDER BY \\\"measure_val\\\"\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"group_col\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n  SELECT DISTINCT\\n    \\\"group_col\\\",\\n    \\\"cnt\\\",\\n    1.0 + ((19.0 * (\\\"cnt\\\" - 1)) / 20.0) AS \\\"pos\\\",\\n    1 + CAST((19 * (\\\"cnt\\\" - 1)) / 20 AS INTEGER) AS \\\"lower_rn\\\",\\n    1 + CAST((19 * (\\\"cnt\\\" - 1)) / 20 AS INTEGER)\\n      + CASE WHEN (19 * (\\\"cnt\\\" - 1)) % 20 = 0 THEN 0 ELSE 1 END AS \\\"upper_rn\\\"\\n  FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    p.\\\"group_col\\\",\\n    p.\\\"cnt\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_val\\\" END) AS \\\"lower_val\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure_val\\\" END) AS \\\"upper_val\\\"\\n  FROM \\\"params\\\" AS p\\n  JOIN \\\"ordered\\\" AS o\\n    ON o.\\\"group_col\\\" = p.\\\"group_col\\\"\\n  GROUP BY\\n    p.\\\"group_col\\\",\\n    p.\\\"cnt\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\"\\n)\\nSELECT\\n  \\\"group_col\\\" AS \\\"MGODRK\\\",\\n  CASE\\n    WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n    ELSE \\\"lower_val\\\" + ((\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\"))\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"MGODRK\\\";\",\"notes\":\"Focused target view is interpreted as filtering to \\\"ABYSTAND\\\" = '1'. The query emulates SQLite-compatible PERCENTILE_CONT(0.95) for each \\\"MGODRK\\\" by casting \\\"MINK3045\\\" to REAL, interpolating between the surrounding ranks, and excluding groups with fewer than 5 rows.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23047,"cached_input_tokens":12032,"output_tokens":4640,"reasoning_output_tokens":3929}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8d3ac11287af5cfb3d53fd5e220c34ea65f05fdd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n  SELECT\n    \"MGODRK\" AS \"group_col\",\n    CAST(\"MINK3045\" AS REAL) AS \"measure_val\"\n  FROM \"n15\"\n  WHERE \"ABYSTAND\" = '1'\n    AND \"MGODRK\" IS NOT NULL\n    AND TRIM(\"MGODRK\") <> ''\n    AND \"MINK3045\" IS NOT NULL\n    AND TRIM(\"MINK3045\") <> ''\n),\n\"ordered\" AS (\n  SELECT\n    \"group_col\",\n    \"measure_val\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"group_col\"\n      ORDER BY \"measure_val\"\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"group_col\"\n    ) AS \"cnt\"\n  FROM \"base\"\n),\n\"params\" AS (\n  SELECT DISTINCT\n    \"group_col\",\n    \"cnt\",\n    1.0 + ((19.0 * (\"cnt\" - 1)) / 20.0) AS \"pos\",\n    1 + CAST((19 * (\"cnt\" - 1)) / 20 AS INTEGER) AS \"lower_rn\",\n    1 + CAST((19 * (\"cnt\" - 1)) / 20 AS INTEGER)\n      + CASE WHEN (19 * (\"cnt\" - 1)) % 20 = 0 THEN 0 ELSE 1 END AS \"upper_rn\"\n  FROM \"ordered\"\n),\n\"picked\" AS (\n  SELECT\n    p.\"group_col\",\n    p.\"cnt\",\n    p.\"pos\",\n    p.\"lower_rn\",\n    p.\"upper_rn\",\n    MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure_val\" END) AS \"lower_val\",\n    MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure_val\" END) AS \"upper_val\"\n  FROM \"params\" AS p\n  JOIN \"ordered\" AS o\n    ON o.\"group_col\" = p.\"group_col\"\n  GROUP BY\n    p.\"group_col\",\n    p.\"cnt\",\n    p.\"pos\",\n    p.\"lower_rn\",\n    p.\"upper_rn\"\n)\nSELECT\n  \"group_col\" AS \"MGODRK\",\n  CASE\n    WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n    ELSE \"lower_val\" + ((\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\"))\n  END AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC, \"MGODRK\";","notes":"Focused target view is interpreted as filtering to \"ABYSTAND\" = '1'. The query emulates SQLite-compatible PERCENTILE_CONT(0.95) for each \"MGODRK\" by casting \"MINK3045\" to REAL, interpolating between the surrounding ranks, and excluding groups with fewer than 5 rows."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6288b2cfb815c504/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1d95d8ba861e9b20bb974527d3bfd73e2903c11e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:07:21.753646+00:00",
+  "ended_at": "2026-05-19T16:07:24.769683+00:00",
+  "elapsed_ms": 3016.01,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33327,
+    "bytes_utf8": 33327,
+    "lines": 1131,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f337609cc3bc0eb4a8a15cd3a1d326b6487c880
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:07:25.771900+00:00",
+  "ended_at": "2026-05-19T16:07:29.216599+00:00",
+  "elapsed_ms": 3444.66,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33327,
+    "bytes_utf8": 33327,
+    "lines": 1131,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3bc00f5ce5079672af9249f0750f0196dc0cd5bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1131 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=MFGEKIND, condition_col=MGEMLEEF.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "MFGEKIND",
+    "condition_col": "MGEMLEEF",
+    "condition_value": "2",
+    "positive_value": "3",
+    "negative_value": "2",
+    "top_k": 19,
+    "top_n": 7,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 7.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3bc00f5ce5079672af9249f0750f0196dc0cd5bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1131 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=MFGEKIND, condition_col=MGEMLEEF.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "MFGEKIND",
+    "condition_col": "MGEMLEEF",
+    "condition_value": "2",
+    "positive_value": "3",
+    "negative_value": "2",
+    "top_k": 19,
+    "top_n": 7,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 7.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b6e29587657b02434031984a8cb432ca0b3e5a0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-e68a-7b31-9b1e-5bafef6dcfca"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b66563bbe910096e969f80c548a4e47c51020219
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-e68a-7b31-9b1e-5bafef6dcfca"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d3aea2bc0466d4df6478820bdfcde9e9845979f5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-f66d-7671-abd6-7354ed6322e5"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..757908d46aef6c579a46bddc65dd1ffb4ca303f2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-f66d-7671-abd6-7354ed6322e5"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a41a381f7d7c47e/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b577ec5c670acd3a46df2b9c08ddb50ef6c0fd07
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33475, "bytes_utf8": 33475, "lines": 1130, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 738, "bytes_utf8": 738, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23122, "cached_input_tokens": 12032, "output_tokens": 1426, "reasoning_output_tokens": 1215}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..37a3f7a6d4c77fd3981b186ae22769d26dc5ae1e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_6a9b388142dca769",
+    "api_calls": 0,
+    "input_tokens": 23122,
+    "cached_input_tokens": 12032,
+    "output_tokens": 1426,
+    "total_tokens": 24548,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 32446.43,
+    "sql_execution_elapsed_ms_total": 14.37,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6bda89bc7ffba82a863539d91f39d64265f101ca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:37:17.431338+00:00",
+  "ended_at": "2026-05-19T15:37:49.877799+00:00",
+  "elapsed_ms": 32446.43,
+  "prompt_metrics": {
+    "chars": 33475,
+    "bytes_utf8": 33475,
+    "lines": 1130,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1805,
+    "bytes_utf8": 1805,
+    "lines": 6,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 738,
+      "bytes_utf8": 738,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23122,
+      "cached_input_tokens": 12032,
+      "output_tokens": 1426,
+      "reasoning_output_tokens": 1215
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..05c8660a0c9d7b4579d8b5b0964790a298b77fb0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1130 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "required_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=MSKD, measure_col=MSKD.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "MSKD",
+    "measure_col": "MSKD",
+    "item_col": "MOSTYPE",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 2.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2072a4fef77afd5844840b3c1fc6b6eec5f21019
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,6 @@
+{"type":"thread.started","thread_id":"019e40e2-5e70-74b3-b99a-d9e7105627a6"}
+{"type":"turn.started"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1982726, Requested 23757. Please try again in 194ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1995157, Requested 23757. Please try again in 567ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"MSKD\\\",\\n  \\\"MOSTYPE\\\",\\n  SUM(CAST(\\\"MSKD\\\" AS REAL)) AS \\\"total_measure\\\",\\n  SUM(CAST(\\\"MSKD\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKD\\\" AS REAL))) OVER (PARTITION BY \\\"MSKD\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKD\\\", \\\"MOSTYPE\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 18;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"MSKD\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MSKD\\\". CAST(\\\"MSKD\\\" AS REAL) is used because the SQLite schema stores it as TEXT. Because the measure column matches the grouping column, the within-group share effectively reflects the row-share distribution of MOSTYPE within each MSKD group.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23122,"cached_input_tokens":12032,"output_tokens":1426,"reasoning_output_tokens":1215}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ea2157c3d07d41f83456c87646a879bf4f0d4142
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n  \"MSKD\",\n  \"MOSTYPE\",\n  SUM(CAST(\"MSKD\" AS REAL)) AS \"total_measure\",\n  SUM(CAST(\"MSKD\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MSKD\" AS REAL))) OVER (PARTITION BY \"MSKD\") AS \"share_within_group\"\nFROM \"n15\"\nGROUP BY \"MSKD\", \"MOSTYPE\"\nORDER BY \"share_within_group\" DESC\nLIMIT 18;","notes":"Applied the Within-Group Share of Total template with group_col=\"MSKD\", item_col=\"MOSTYPE\", and measure_col=\"MSKD\". CAST(\"MSKD\" AS REAL) is used because the SQLite schema stores it as TEXT. Because the measure column matches the grouping column, the within-group share effectively reflects the row-share distribution of MOSTYPE within each MSKD group."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6a9b388142dca769/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ea5a23128f5074abd4a586510b31a735549872d4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33387, "bytes_utf8": 33387, "lines": 1132, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23101, "cached_input_tokens": 12032, "output_tokens": 413, "reasoning_output_tokens": 295}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..29ef1d10debd6d5b651ddd6fc6f4b42e6d209190
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_6b8065fb0537bbd3",
+    "api_calls": 0,
+    "input_tokens": 23101,
+    "cached_input_tokens": 12032,
+    "output_tokens": 413,
+    "total_tokens": 23514,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 14538.93,
+    "sql_execution_elapsed_ms_total": 2.53,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a217d10824a8e546c54c9f01a5cd942151672fe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:45:14.691288+00:00",
+  "ended_at": "2026-05-19T15:45:29.230245+00:00",
+  "elapsed_ms": 14538.93,
+  "prompt_metrics": {
+    "chars": 33387,
+    "bytes_utf8": 33387,
+    "lines": 1132,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 765,
+    "bytes_utf8": 765,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 410,
+      "bytes_utf8": 410,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23101,
+      "cached_input_tokens": 12032,
+      "output_tokens": 413,
+      "reasoning_output_tokens": 295
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..071379c18b2d37f91dae6983abda6941c10841f8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1132 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=MOSTYPE, group_col_2=PWERKT.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "MOSTYPE",
+    "group_col_2": "PWERKT",
+    "predicate_col": "PTRACTOR",
+    "predicate_op": ">=",
+    "predicate_value": 5.0,
+    "top_k": 11,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dc1681126eef14c1bcbf4eb91e9fbcb2747e9b10
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e9-a6df-7792-b2c2-0766b4606fc6"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PWERKT\\\", COUNT(*) AS row_count\\nFROM \\\"n15\\\"\\nWHERE CAST(\\\"PTRACTOR\\\" AS REAL) >= 5.0\\nGROUP BY \\\"MOSTYPE\\\", \\\"PWERKT\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group columns MOSTYPE and PWERKT, and cast PTRACTOR to REAL because the SQLite schema stores it as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23101,"cached_input_tokens":12032,"output_tokens":413,"reasoning_output_tokens":295}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a8ad01c208d9368a5ae0b34181e08a656fda448
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"MOSTYPE\", \"PWERKT\", COUNT(*) AS row_count\nFROM \"n15\"\nWHERE CAST(\"PTRACTOR\" AS REAL) >= 5.0\nGROUP BY \"MOSTYPE\", \"PWERKT\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group columns MOSTYPE and PWERKT, and cast PTRACTOR to REAL because the SQLite schema stores it as TEXT."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_6b8065fb0537bbd3/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e72040da11daf1616cd280d08eee92ec68c7ad90
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33634, "bytes_utf8": 33634, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 739, "bytes_utf8": 739, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23148, "cached_input_tokens": 21888, "output_tokens": 598, "reasoning_output_tokens": 385}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f7b16f659e29389ff63a5882dc3118c73eaaa57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_712f950683abf1aa",
+    "api_calls": 0,
+    "input_tokens": 23148,
+    "cached_input_tokens": 21888,
+    "output_tokens": 598,
+    "total_tokens": 23746,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 17166.68,
+    "sql_execution_elapsed_ms_total": 12.31,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..edaf3dab9e5e8b33c9349c0014a63ef4e7ef33fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:53:51.878959+00:00",
+  "ended_at": "2026-05-19T15:54:09.045686+00:00",
+  "elapsed_ms": 17166.68,
+  "prompt_metrics": {
+    "chars": 33634,
+    "bytes_utf8": 33634,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1120,
+    "bytes_utf8": 1120,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 739,
+      "bytes_utf8": 739,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23148,
+      "cached_input_tokens": 21888,
+      "output_tokens": 598,
+      "reasoning_output_tokens": 385
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..839a9739c0b17607299afb2e4e9f636ca3a83514
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=AZEILPL, measure_col=MSKB2.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "AZEILPL",
+    "measure_col": "MSKB2",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e09e1c4f337aeb98722723b303f2f89c5257021a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-8b12-7200-8723-6fa07ee3afef"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"AZEILPL\\\", SUM(CAST(\\\"MSKB2\\\" AS REAL)) AS group_value\\n    FROM \\\"n15\\\"\\n    WHERE \\\"AZEILPL\\\" IS NOT NULL\\n      AND \\\"MSKB2\\\" IS NOT NULL\\n    GROUP BY \\\"AZEILPL\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"AZEILPL\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the required Relative-to-Total Extreme Threshold template with group_col=\\\"AZEILPL\\\" and measure_col=\\\"MSKB2\\\". Cast \\\"MSKB2\\\" to REAL because the SQLite schema stores it as TEXT, and filtered NULLs for stable grouping/aggregation.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23148,"cached_input_tokens":21888,"output_tokens":598,"reasoning_output_tokens":385}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..10c52f73c8e3d7c8c42801b892569e5434d247be
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT \"AZEILPL\", SUM(CAST(\"MSKB2\" AS REAL)) AS group_value\n    FROM \"n15\"\n    WHERE \"AZEILPL\" IS NOT NULL\n      AND \"MSKB2\" IS NOT NULL\n    GROUP BY \"AZEILPL\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"AZEILPL\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the required Relative-to-Total Extreme Threshold template with group_col=\"AZEILPL\" and measure_col=\"MSKB2\". Cast \"MSKB2\" to REAL because the SQLite schema stores it as TEXT, and filtered NULLs for stable grouping/aggregation."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_712f950683abf1aa/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cc97586c8ef48c826ef95b3763ab80524584db2d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33250, "bytes_utf8": 33250, "lines": 1126, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 581, "bytes_utf8": 581, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23059, "cached_input_tokens": 21888, "output_tokens": 994, "reasoning_output_tokens": 816}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c97d614934fa2b87e3e63c2b949cce209579a63f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_7214481b54579f41",
+    "api_calls": 0,
+    "input_tokens": 23059,
+    "cached_input_tokens": 21888,
+    "output_tokens": 994,
+    "total_tokens": 24053,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 21879.78,
+    "sql_execution_elapsed_ms_total": 13.4,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..865df6edcf4e90d3b0db1410cd147e8227b209b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:47:04.945533+00:00",
+  "ended_at": "2026-05-19T15:47:26.825367+00:00",
+  "elapsed_ms": 21879.78,
+  "prompt_metrics": {
+    "chars": 33250,
+    "bytes_utf8": 33250,
+    "lines": 1126,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1302,
+    "bytes_utf8": 1302,
+    "lines": 5,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 581,
+      "bytes_utf8": 581,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23059,
+      "cached_input_tokens": 21888,
+      "output_tokens": 994,
+      "reasoning_output_tokens": 816
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ddf1d4a126175304a5a60034bdfa78e8006cf7db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1126 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MGODOV.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "MGODOV",
+    "top_k": 11,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6d0bad5f5c93b5c489012c8ff44b6e11407ff590
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40eb-558c-75a3-bf60-0263d3805f98"}
+{"type":"turn.started"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 23694. Please try again in 710ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n  SELECT CAST(\\\"MGODOV\\\" AS INTEGER) AS \\\"MGODOV\\\",\\n         NTILE(10) OVER (ORDER BY CAST(\\\"MGODOV\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n  FROM \\\"n15\\\"\\n  WHERE \\\"MGODOV\\\" IS NOT NULL\\n)\\nSELECT \\\"MGODOV\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"MGODOV\\\" DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col=\\\"MGODOV\\\" and num_tiles=10. \\\"MGODOV\\\" is cast to INTEGER because the SQLite schema stores it as TEXT while the field is a numeric-discrete measure.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23059,"cached_input_tokens":21888,"output_tokens":994,"reasoning_output_tokens":816}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4f5b7fd0b3d6939c77b144b9117f8a4dbd3c0183
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n  SELECT CAST(\"MGODOV\" AS INTEGER) AS \"MGODOV\",\n         NTILE(10) OVER (ORDER BY CAST(\"MGODOV\" AS INTEGER) DESC) AS \"tail_bucket\"\n  FROM \"n15\"\n  WHERE \"MGODOV\" IS NOT NULL\n)\nSELECT \"MGODOV\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"MGODOV\" DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col=\"MGODOV\" and num_tiles=10. \"MGODOV\" is cast to INTEGER because the SQLite schema stores it as TEXT while the field is a numeric-discrete measure."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_7214481b54579f41/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f053990cf527530f53895cc297aca50df3d87d15
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33480, "bytes_utf8": 33480, "lines": 1130, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 583, "bytes_utf8": 583, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23128, "cached_input_tokens": 12032, "output_tokens": 704, "reasoning_output_tokens": 516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..538a08b75ff654e910691eed4ec788f7b333b23e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_754e3010bf5098f5",
+    "api_calls": 0,
+    "input_tokens": 23128,
+    "cached_input_tokens": 12032,
+    "output_tokens": 704,
+    "total_tokens": 23832,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13384.47,
+    "sql_execution_elapsed_ms_total": 22.47,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c4a662f989356394d8aea1927397b47510aa92c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:37:49.901998+00:00",
+  "ended_at": "2026-05-19T15:38:03.286511+00:00",
+  "elapsed_ms": 13384.47,
+  "prompt_metrics": {
+    "chars": 33480,
+    "bytes_utf8": 33480,
+    "lines": 1130,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 965,
+    "bytes_utf8": 965,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 583,
+      "bytes_utf8": 583,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23128,
+      "cached_input_tokens": 12032,
+      "output_tokens": 704,
+      "reasoning_output_tokens": 516
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c036f97f57d1d079f28ecf68b766a26ec49703e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1130 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "required_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=MHHUUR, measure_col=MHHUUR.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "MHHUUR",
+    "measure_col": "MHHUUR",
+    "item_col": "MOSTYPE",
+    "top_k": 14,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ad753a6a0295de980e2d8b7eb16ae228a76af815
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e2-dd49-7313-9686-8266df64e316"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"MHHUUR\\\",\\n  \\\"MOSTYPE\\\",\\n  SUM(CAST(\\\"MHHUUR\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"MHHUUR\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MHHUUR\\\" AS REAL))) OVER (PARTITION BY \\\"MHHUUR\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MHHUUR\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"MHHUUR\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MHHUUR\\\". CAST to REAL is included because the schema stores these fields as TEXT in SQLite.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23128,"cached_input_tokens":12032,"output_tokens":704,"reasoning_output_tokens":516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aecb97f7ca07713c2ded4882142b26ea70633b40
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n  \"MHHUUR\",\n  \"MOSTYPE\",\n  SUM(CAST(\"MHHUUR\" AS REAL)) AS total_measure,\n  SUM(CAST(\"MHHUUR\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MHHUUR\" AS REAL))) OVER (PARTITION BY \"MHHUUR\") AS share_within_group\nFROM \"n15\"\nGROUP BY \"MHHUUR\", \"MOSTYPE\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"MHHUUR\", item_col=\"MOSTYPE\", and measure_col=\"MHHUUR\". CAST to REAL is included because the schema stores these fields as TEXT in SQLite."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_754e3010bf5098f5/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0f29d4da657e3070d2fbae9fb761918a8c893ea2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33082, "bytes_utf8": 33082, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23012, "cached_input_tokens": 12032, "output_tokens": 497, "reasoning_output_tokens": 385}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5ab8a273ee3c283601026382df429b7be2a5eda
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_795a500cbb85c46a",
+    "api_calls": 0,
+    "input_tokens": 23012,
+    "cached_input_tokens": 12032,
+    "output_tokens": 497,
+    "total_tokens": 23509,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11696.99,
+    "sql_execution_elapsed_ms_total": 4.53,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6a3b273e07bd29bb35622b6960229c32059c2d5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:29:16.757163+00:00",
+  "ended_at": "2026-05-19T15:29:28.454185+00:00",
+  "elapsed_ms": 11696.99,
+  "prompt_metrics": {
+    "chars": 33082,
+    "bytes_utf8": 33082,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 726,
+    "bytes_utf8": 726,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 372,
+      "bytes_utf8": 372,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23012,
+      "cached_input_tokens": 12032,
+      "output_tokens": 497,
+      "reasoning_output_tokens": 385
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4bd36f7fe9f9d54efd6df9bb3fb172c295cd1e4a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=MGEMOMV, measure_col=MGEMOMV.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "MGEMOMV",
+    "measure_col": "MGEMOMV",
+    "top_k": 17,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6cac44973cf8a96256366bdf1e73d9ddc740c5a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40db-08e3-7750-ad6f-a0077deb39cf"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGEMOMV\\\", SUM(CAST(\\\"MGEMOMV\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGEMOMV\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the planned Grouped Numeric Sum template on \\\"n15\\\", grouping by and summing \\\"MGEMOMV\\\". The SUM input is CAST to NUMERIC because the SQLite schema stores this field as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23012,"cached_input_tokens":12032,"output_tokens":497,"reasoning_output_tokens":385}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..221badfda580aaef0e89daafede2fb91d852d0ff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"MGEMOMV\", SUM(CAST(\"MGEMOMV\" AS NUMERIC)) AS total_measure\nFROM \"n15\"\nGROUP BY \"MGEMOMV\"\nORDER BY total_measure DESC;","notes":"Uses the planned Grouped Numeric Sum template on \"n15\", grouping by and summing \"MGEMOMV\". The SUM input is CAST to NUMERIC because the SQLite schema stores this field as TEXT."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_795a500cbb85c46a/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c1cf508c3dbbe8456ab3172679a61daa15fe44ed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:11:58.084663+00:00",
+  "ended_at": "2026-05-19T16:12:01.289159+00:00",
+  "elapsed_ms": 3204.47,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33071,
+    "bytes_utf8": 33071,
+    "lines": 1126,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce0613e8e9204901cd4e7a685501659ce8a783c2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:02.291641+00:00",
+  "ended_at": "2026-05-19T16:12:05.873832+00:00",
+  "elapsed_ms": 3582.15,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33071,
+    "bytes_utf8": 33071,
+    "lines": 1126,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2cdb39dd6edc7d6403b2db56acbde4e8670c1011
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1126 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=MINKGEM.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "MINKGEM",
+    "top_k": 12,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2cdb39dd6edc7d6403b2db56acbde4e8670c1011
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1126 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=MINKGEM.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "MINKGEM",
+    "top_k": 12,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d615c5c19906590c0c3868296c7ecddca687be5c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-1e02-7453-a5ab-1f076fe3063d"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e78f05f9752aa5dff3ad1b45cce97fbf23045a12
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-1e02-7453-a5ab-1f076fe3063d"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..480db7f2aeb0d068a3501bd7b2664f452bc9b40d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-2e73-7150-8af4-448fbb6ef116"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f05d01d5cb7876ae9cfec10416688477523cb1fe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-2e73-7150-8af4-448fbb6ef116"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8304384150e85e0d/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..88d5bd4f2d00ee71f818d6d3c889dbbac0ac2680
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/conversation.jsonl
@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33628, "bytes_utf8": 33628, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "}
+{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 33628, "bytes_utf8": 33628, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 628, "bytes_utf8": 628, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23142, "cached_input_tokens": 21888, "output_tokens": 534, "reasoning_output_tokens": 357}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce57ab67bad680c0a461f1df1a08a176dea268a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 2,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_831e4b462c547387",
+    "api_calls": 0,
+    "input_tokens": 23142,
+    "cached_input_tokens": 21888,
+    "output_tokens": 534,
+    "total_tokens": 23676,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 14748.57,
+    "sql_execution_elapsed_ms_total": 6.95,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..592d272207e46db5bef274a3dcd0df0688e13303
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:52:33.165761+00:00",
+  "ended_at": "2026-05-19T15:52:36.330878+00:00",
+  "elapsed_ms": 3165.09,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33628,
+    "bytes_utf8": 33628,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4c5187d800c26d8ceabecedab4f816e68a7ed05
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:52:37.334671+00:00",
+  "ended_at": "2026-05-19T15:52:48.918211+00:00",
+  "elapsed_ms": 11583.48,
+  "prompt_metrics": {
+    "chars": 33628,
+    "bytes_utf8": 33628,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 999,
+    "bytes_utf8": 999,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 628,
+      "bytes_utf8": 628,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23142,
+      "cached_input_tokens": 21888,
+      "output_tokens": 534,
+      "reasoning_output_tokens": 357
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..36f6b87e09e5df02f2a10ad141ea91033e607643
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=AWAOREG, measure_col=MSKA.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "AWAOREG",
+    "measure_col": "MSKA",
+    "top_k": 13,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..36f6b87e09e5df02f2a10ad141ea91033e607643
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=AWAOREG, measure_col=MSKA.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "AWAOREG",
+    "measure_col": "MSKA",
+    "top_k": 13,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..568171ce55a997be241baba8d2ea6ddd19106176
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-579d-7492-aeae-5790ac9ce865"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e37d54d46e61e53da7a6b6d4969bc6f86255c72e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-579d-7492-aeae-5790ac9ce865"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d29a02f7c080b5fab88dde0023f6111bf6f6ca7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-67e3-7d51-885e-453bb78d5643"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold.\\nWITH grouped AS (\\n    SELECT \\\"AWAOREG\\\", SUM(CAST(\\\"MSKA\\\" AS REAL)) AS group_value\\n    FROM \\\"n15\\\"\\n    GROUP BY \\\"AWAOREG\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"AWAOREG\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"AWAOREG\\\" and measure_col=\\\"MSKA\\\". CAST(\\\"MSKA\\\" AS REAL) is used because the SQLite schema stores it as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23142,"cached_input_tokens":21888,"output_tokens":534,"reasoning_output_tokens":357}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a8d3e07d9cf892c8b05335ea9bdfee2c41e0585f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_response_attempt_2.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpch_relative_total_threshold.\nWITH grouped AS (\n    SELECT \"AWAOREG\", SUM(CAST(\"MSKA\" AS REAL)) AS group_value\n    FROM \"n15\"\n    GROUP BY \"AWAOREG\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"AWAOREG\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\"AWAOREG\" and measure_col=\"MSKA\". CAST(\"MSKA\" AS REAL) is used because the SQLite schema stores it as TEXT."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_831e4b462c547387/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..746843d147e502124b17ea47b307813958e05819
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:41.939503+00:00",
+  "ended_at": "2026-05-19T16:12:45.045464+00:00",
+  "elapsed_ms": 3105.94,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33162,
+    "bytes_utf8": 33162,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..dbad81b905208e7fcc0ea8df6cc8b67a874cbbe3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:46.048889+00:00",
+  "ended_at": "2026-05-19T16:12:49.442008+00:00",
+  "elapsed_ms": 3393.07,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33162,
+    "bytes_utf8": 33162,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b3257124bc257c2a501e93ff57c32e74c66beb38
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=PMOTSCO, measure_col=MSKB2.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "PMOTSCO",
+    "measure_col": "MSKB2",
+    "top_k": 14,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b3257124bc257c2a501e93ff57c32e74c66beb38
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=PMOTSCO, measure_col=MSKB2.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "PMOTSCO",
+    "measure_col": "MSKB2",
+    "top_k": 14,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cbb8ba71262e894c2fae2326afc34eec7ec89462
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-c96f-7072-8626-5ddd79520970"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d5de162f5e42f46654b0c9121517dfcf09f83a3a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-c96f-7072-8626-5ddd79520970"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4f4909a193c1efddea2cde41c2fe6966d1771ec6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-d977-7d01-9d80-bbeb30e3c98a"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c288dfbfc80e3659568148b262ab89f65a5cd33f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-d977-7d01-9d80-bbeb30e3c98a"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_895e345a56a11211/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f1211d42a9f9c38faaa825d63dc15333d580be00
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33883, "bytes_utf8": 33883, "lines": 1131, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 665, "bytes_utf8": 665, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23216, "cached_input_tokens": 21888, "output_tokens": 648, "reasoning_output_tokens": 440}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0bb9b8916093ffe096a47fbabdbe6ad25ac1ccaa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_8fd8bbee5b727e1b",
+    "api_calls": 0,
+    "input_tokens": 23216,
+    "cached_input_tokens": 21888,
+    "output_tokens": 648,
+    "total_tokens": 23864,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13995.2,
+    "sql_execution_elapsed_ms_total": 10.13,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0d5298d9ae9bb07199f9ef4ab5aaa94966ff461
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:42:00.419460+00:00",
+  "ended_at": "2026-05-19T15:42:14.414710+00:00",
+  "elapsed_ms": 13995.2,
+  "prompt_metrics": {
+    "chars": 33883,
+    "bytes_utf8": 33883,
+    "lines": 1131,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1070,
+    "bytes_utf8": 1070,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 665,
+      "bytes_utf8": 665,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23216,
+      "cached_input_tokens": 21888,
+      "output_tokens": 648,
+      "reasoning_output_tokens": 440
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c4aec2129b20166262589f7a8a63059760606c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1131 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=MINK3045, condition_col=ABROM.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "MINK3045",
+    "condition_col": "ABROM",
+    "condition_value": "0",
+    "positive_value": "0",
+    "negative_value": "1",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 6.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9e4658022630d85e4d8f7b4efdbfbea4ba72e74
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e6-b01a-71f2-a07c-bffcbb52346f"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n    SELECT \\\"MINK3045\\\",\\n           SUM(CASE WHEN \\\"ABROM\\\" = '0' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n           SUM(CASE WHEN \\\"ABROM\\\" = '1' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n    FROM \\\"n15\\\"\\n    GROUP BY \\\"MINK3045\\\"\\n)\\nSELECT \\\"MINK3045\\\",\\n       CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Computes, for each \\\"MINK3045\\\" group, the ratio of rows with \\\"ABROM\\\"='0' to rows with \\\"ABROM\\\"='1', following the selected grouped ratio template.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23216,"cached_input_tokens":21888,"output_tokens":648,"reasoning_output_tokens":440}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..28edad09b8d2ee166684ffd246f9a156bee98620
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n    SELECT \"MINK3045\",\n           SUM(CASE WHEN \"ABROM\" = '0' THEN 1 ELSE 0 END) AS \"numerator_count\",\n           SUM(CASE WHEN \"ABROM\" = '1' THEN 1 ELSE 0 END) AS \"denominator_count\"\n    FROM \"n15\"\n    GROUP BY \"MINK3045\"\n)\nSELECT \"MINK3045\",\n       CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC;","notes":"Computes, for each \"MINK3045\" group, the ratio of rows with \"ABROM\"='0' to rows with \"ABROM\"='1', following the selected grouped ratio template."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_8fd8bbee5b727e1b/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..19775beb9bb981e8a4ab75c7e534298b55124668
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:07:05.401742+00:00",
+  "ended_at": "2026-05-19T16:07:08.529367+00:00",
+  "elapsed_ms": 3127.6,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33329,
+    "bytes_utf8": 33329,
+    "lines": 1131,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..40ee31db50da5929f62cdacfa7ced3c1fbc2800b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:07:09.531478+00:00",
+  "ended_at": "2026-05-19T16:07:12.922150+00:00",
+  "elapsed_ms": 3390.64,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33329,
+    "bytes_utf8": 33329,
+    "lines": 1131,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9ae6c3236abc969167b6247a39d8359c011ba00
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1131 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=MFALLEEN, condition_col=MGEMOMV.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "MFALLEEN",
+    "condition_col": "MGEMOMV",
+    "condition_value": "2",
+    "positive_value": "3",
+    "negative_value": "2",
+    "top_k": 18,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9ae6c3236abc969167b6247a39d8359c011ba00
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1131 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=MFALLEEN, condition_col=MGEMOMV.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "MFALLEEN",
+    "condition_col": "MGEMOMV",
+    "condition_value": "2",
+    "positive_value": "3",
+    "negative_value": "2",
+    "top_k": 18,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..210a37daf7552924e5d77604326af5ba5923810c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-a6c9-7ec3-a403-6a778baa69e4"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6cee9adfb8bf4fd943b9fd5cd5401eb3ba69b27a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-a6c9-7ec3-a403-6a778baa69e4"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af37d6ebb169039ab3d05713662ccf558bd3ee47
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-b6e6-7990-8e7b-d3eac5139144"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5d409bfd5f14d590c7a24d8db0f944a07119a5a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-b6e6-7990-8e7b-d3eac5139144"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_a3e3b53c95b22fd8/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..55bec5e8082ba04c7a324388c1b563ffee0668fe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33481, "bytes_utf8": 33481, "lines": 1130, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 562, "bytes_utf8": 562, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23127, "cached_input_tokens": 12032, "output_tokens": 694, "reasoning_output_tokens": 516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9f07e6be21c2dba2c090a8c6747e9aee7a1dd9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_acfdd80d11b171b7",
+    "api_calls": 0,
+    "input_tokens": 23127,
+    "cached_input_tokens": 12032,
+    "output_tokens": 694,
+    "total_tokens": 23821,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 16506.57,
+    "sql_execution_elapsed_ms_total": 13.26,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..347a36e5da17efea177e5867bc44c1e56c6e968b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:35:39.022869+00:00",
+  "ended_at": "2026-05-19T15:35:55.529463+00:00",
+  "elapsed_ms": 16506.57,
+  "prompt_metrics": {
+    "chars": 33481,
+    "bytes_utf8": 33481,
+    "lines": 1130,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 944,
+    "bytes_utf8": 944,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 562,
+      "bytes_utf8": 562,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23127,
+      "cached_input_tokens": 12032,
+      "output_tokens": 694,
+      "reasoning_output_tokens": 516
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d8e0f08774a5cd2fb816f868dc5d267dacdde3c2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1130 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "required_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=MSKB2, measure_col=MSKB2.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "MSKB2",
+    "measure_col": "MSKB2",
+    "item_col": "MOSTYPE",
+    "top_k": 11,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f099784e8178a25a65a809c28db091c8736ba307
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e0-de3b-7533-9df9-abfd4f7c5996"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"MSKB2\\\",\\n  \\\"MOSTYPE\\\",\\n  SUM(CAST(\\\"MSKB2\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"MSKB2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKB2\\\" AS REAL))) OVER (PARTITION BY \\\"MSKB2\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKB2\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"MSKB2\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MSKB2\\\". CAST to REAL is used because the SQLite schema stores these fields as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23127,"cached_input_tokens":12032,"output_tokens":694,"reasoning_output_tokens":516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb9bcb305a5cce8043fb28932783efe69f11ded2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n  \"MSKB2\",\n  \"MOSTYPE\",\n  SUM(CAST(\"MSKB2\" AS REAL)) AS total_measure,\n  SUM(CAST(\"MSKB2\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MSKB2\" AS REAL))) OVER (PARTITION BY \"MSKB2\") AS share_within_group\nFROM \"n15\"\nGROUP BY \"MSKB2\", \"MOSTYPE\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"MSKB2\", item_col=\"MOSTYPE\", and measure_col=\"MSKB2\". CAST to REAL is used because the SQLite schema stores these fields as TEXT."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_acfdd80d11b171b7/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9547c02865bec50654dfd6246afa0a5015e5ba62
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33086, "bytes_utf8": 33086, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23010, "cached_input_tokens": 12032, "output_tokens": 617, "reasoning_output_tokens": 504}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d2be5c22bae863ff059dc7d4446e1cb1d181515
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_b1378a9197521b05",
+    "api_calls": 0,
+    "input_tokens": 23010,
+    "cached_input_tokens": 12032,
+    "output_tokens": 617,
+    "total_tokens": 23627,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 14828.54,
+    "sql_execution_elapsed_ms_total": 8.42,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..40eb25abfeff4e19a983a56a166175bb51849108
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:30:01.494072+00:00",
+  "ended_at": "2026-05-19T15:30:16.322647+00:00",
+  "elapsed_ms": 14828.54,
+  "prompt_metrics": {
+    "chars": 33086,
+    "bytes_utf8": 33086,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 754,
+    "bytes_utf8": 754,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 394,
+      "bytes_utf8": 394,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23010,
+      "cached_input_tokens": 12032,
+      "output_tokens": 617,
+      "reasoning_output_tokens": 504
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3c1c6ebbf974d79006a3b41803342d9fea1316a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=MOSHOOFD, measure_col=MOSHOOFD.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "MOSHOOFD",
+    "measure_col": "MOSHOOFD",
+    "top_k": 19,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 6.92,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a826204456ad98d58c98d1543ff277aeb06b7b0d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40db-b7ad-7103-aa04-9d06dcf4592a"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n  \\\"MOSHOOFD\\\",\\n  SUM(CAST(\\\"MOSHOOFD\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MOSHOOFD\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the required grouped numeric sum template with both group and measure bound to \\\"MOSHOOFD\\\". CAST is applied because the schema stores these numeric-coded values as TEXT in SQLite.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23010,"cached_input_tokens":12032,"output_tokens":617,"reasoning_output_tokens":504}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6d3ac9031ad781bc072ceae5e7ed4d1890409c71
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n  \"MOSHOOFD\",\n  SUM(CAST(\"MOSHOOFD\" AS INTEGER)) AS \"total_measure\"\nFROM \"n15\"\nGROUP BY \"MOSHOOFD\"\nORDER BY \"total_measure\" DESC;","notes":"Uses the required grouped numeric sum template with both group and measure bound to \"MOSHOOFD\". CAST is applied because the schema stores these numeric-coded values as TEXT in SQLite."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b1378a9197521b05/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..eb8b3969e2f82c1cf6238a62e7945c0ee89d4783
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33250, "bytes_utf8": 33250, "lines": 1126, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 537, "bytes_utf8": 537, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23060, "cached_input_tokens": 21888, "output_tokens": 627, "reasoning_output_tokens": 461}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8205ca2ef63d5bcf07b95f6fbab93d4185a930e9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_b3622556eab45981",
+    "api_calls": 0,
+    "input_tokens": 23060,
+    "cached_input_tokens": 21888,
+    "output_tokens": 627,
+    "total_tokens": 23687,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11907.0,
+    "sql_execution_elapsed_ms_total": 14.43,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..35719fd0e8b800b1389a760e19cc295af409004c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:48:11.205828+00:00",
+  "ended_at": "2026-05-19T15:48:23.112856+00:00",
+  "elapsed_ms": 11907.0,
+  "prompt_metrics": {
+    "chars": 33250,
+    "bytes_utf8": 33250,
+    "lines": 1126,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 906,
+    "bytes_utf8": 906,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 537,
+      "bytes_utf8": 537,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23060,
+      "cached_input_tokens": 21888,
+      "output_tokens": 627,
+      "reasoning_output_tokens": 461
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9fbfeb964f549e326edaa104b0099cf1c0d6775
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1126 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MRELOV.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "MRELOV",
+    "top_k": 10,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b6fb1bdfcb686d9c4b3eda9d7df0ef0a2ac10e62
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ec-5849-7aa2-92ae-601963ebd1f9"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT\\n        \\\"MRELOV\\\",\\n        NTILE(10) OVER (ORDER BY CAST(\\\"MRELOV\\\" AS REAL) DESC) AS tail_bucket\\n    FROM \\\"n15\\\"\\n    WHERE \\\"MRELOV\\\" IS NOT NULL\\n)\\nSELECT \\\"MRELOV\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"MRELOV\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"MRELOV\\\" and num_tiles=10. Cast \\\"MRELOV\\\" to REAL for numeric tail ordering because the SQLite schema stores it as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23060,"cached_input_tokens":21888,"output_tokens":627,"reasoning_output_tokens":461}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..746e7544d3194b4f6b448c5e80b61ba343c1d868
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n    SELECT\n        \"MRELOV\",\n        NTILE(10) OVER (ORDER BY CAST(\"MRELOV\" AS REAL) DESC) AS tail_bucket\n    FROM \"n15\"\n    WHERE \"MRELOV\" IS NOT NULL\n)\nSELECT \"MRELOV\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"MRELOV\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"MRELOV\" and num_tiles=10. Cast \"MRELOV\" to REAL for numeric tail ordering because the SQLite schema stores it as TEXT."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_b3622556eab45981/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..32c30a90ef4585f16fb87eeac3908fcd0528f729
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33476, "bytes_utf8": 33476, "lines": 1130, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 569, "bytes_utf8": 569, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23126, "cached_input_tokens": 21888, "output_tokens": 695, "reasoning_output_tokens": 516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a228032bd6e382135a1b901589666f055448df4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_bb2082a690dc4204",
+    "api_calls": 0,
+    "input_tokens": 23126,
+    "cached_input_tokens": 21888,
+    "output_tokens": 695,
+    "total_tokens": 23821,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13819.88,
+    "sql_execution_elapsed_ms_total": 21.94,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae4764c49f048ed57ce4a03dac5471a5f4d7d84b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:34:57.390395+00:00",
+  "ended_at": "2026-05-19T15:35:11.210312+00:00",
+  "elapsed_ms": 13819.88,
+  "prompt_metrics": {
+    "chars": 33476,
+    "bytes_utf8": 33476,
+    "lines": 1130,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 951,
+    "bytes_utf8": 951,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 569,
+      "bytes_utf8": 569,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23126,
+      "cached_input_tokens": 21888,
+      "output_tokens": 695,
+      "reasoning_output_tokens": 516
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c3619d54f06aef4ab5cce65845566564a3e8c4e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1130 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "required_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=MSKB1, measure_col=MSKB1.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "MSKB1",
+    "measure_col": "MSKB1",
+    "item_col": "MOSTYPE",
+    "top_k": 10,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..57f1fa55af498b9ebd99474815aa686e945b20fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e0-3b7f-7660-8d34-19218925e48a"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"MSKB1\\\",\\n  \\\"MOSTYPE\\\",\\n  SUM(CAST(\\\"MSKB1\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"MSKB1\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"MSKB1\\\" AS REAL))) OVER (PARTITION BY \\\"MSKB1\\\") AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MSKB1\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Instantiated the provided Within-Group Share of Total template with group_col=\\\"MSKB1\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MSKB1\\\". CAST to REAL is used because the schema stores these fields as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23126,"cached_input_tokens":21888,"output_tokens":695,"reasoning_output_tokens":516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e5512e73d1dc44af943dd7841ca26b016968245
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n  \"MSKB1\",\n  \"MOSTYPE\",\n  SUM(CAST(\"MSKB1\" AS REAL)) AS total_measure,\n  SUM(CAST(\"MSKB1\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"MSKB1\" AS REAL))) OVER (PARTITION BY \"MSKB1\") AS share_within_group\nFROM \"n15\"\nGROUP BY \"MSKB1\", \"MOSTYPE\"\nORDER BY share_within_group DESC;","notes":"Instantiated the provided Within-Group Share of Total template with group_col=\"MSKB1\", item_col=\"MOSTYPE\", and measure_col=\"MSKB1\". CAST to REAL is used because the schema stores these fields as TEXT."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bb2082a690dc4204/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2c2b3d1b1379d9f4a39499ecf9f70f03ccd8910a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33250, "bytes_utf8": 33250, "lines": 1126, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23058, "cached_input_tokens": 21888, "output_tokens": 431, "reasoning_output_tokens": 278}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f520e4053b16bc480a3987219de632ed2c6d498
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_bf4d2333297bde84",
+    "api_calls": 0,
+    "input_tokens": 23058,
+    "cached_input_tokens": 21888,
+    "output_tokens": 431,
+    "total_tokens": 23489,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10640.46,
+    "sql_execution_elapsed_ms_total": 22.46,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cee54bb5bac81bea3b5e29e3c5dfdf37fc3d9b19
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:47:37.965330+00:00",
+  "ended_at": "2026-05-19T15:47:48.605833+00:00",
+  "elapsed_ms": 10640.46,
+  "prompt_metrics": {
+    "chars": 33250,
+    "bytes_utf8": 33250,
+    "lines": 1126,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 891,
+    "bytes_utf8": 891,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 530,
+      "bytes_utf8": 530,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23058,
+      "cached_input_tokens": 21888,
+      "output_tokens": 431,
+      "reasoning_output_tokens": 278
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..432c0f0d18f09554d70436e4a0dff74951e82b4e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1126 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MRELGE.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "MRELGE",
+    "top_k": 13,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 7.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff0d0ffa94cc41abc688b3371177088bc987fb6c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40eb-d6ef-7f23-ab9a-841b79405da7"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT\\n        \\\"MRELGE\\\",\\n        NTILE(10) OVER (ORDER BY CAST(\\\"MRELGE\\\" AS REAL) DESC) AS tail_bucket\\n    FROM \\\"n15\\\"\\n    WHERE \\\"MRELGE\\\" IS NOT NULL\\n)\\nSELECT \\\"MRELGE\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"MRELGE\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to MRELGE and num_tiles=10. CAST to REAL is used for correct numeric ordering because the schema stores values as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23058,"cached_input_tokens":21888,"output_tokens":431,"reasoning_output_tokens":278}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9faf0989b28a5c00c0dd4b0fc21114d1bc78d22f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n    SELECT\n        \"MRELGE\",\n        NTILE(10) OVER (ORDER BY CAST(\"MRELGE\" AS REAL) DESC) AS tail_bucket\n    FROM \"n15\"\n    WHERE \"MRELGE\" IS NOT NULL\n)\nSELECT \"MRELGE\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"MRELGE\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to MRELGE and num_tiles=10. CAST to REAL is used for correct numeric ordering because the schema stores values as TEXT."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_bf4d2333297bde84/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f853527c9569a18aa8d9886c2150e1f3bd4aa83b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33078, "bytes_utf8": 33078, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23008, "cached_input_tokens": 21888, "output_tokens": 372, "reasoning_output_tokens": 266}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..93b6625bb8f80bd7fecc1f67de51498282d0a622
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_c040d221af00e397",
+    "api_calls": 0,
+    "input_tokens": 23008,
+    "cached_input_tokens": 21888,
+    "output_tokens": 372,
+    "total_tokens": 23380,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13631.02,
+    "sql_execution_elapsed_ms_total": 4.76,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..24aa180b5275cd60e9a4f4e35e7de32754c1bb74
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:31:00.458201+00:00",
+  "ended_at": "2026-05-19T15:31:14.089255+00:00",
+  "elapsed_ms": 13631.02,
+  "prompt_metrics": {
+    "chars": 33078,
+    "bytes_utf8": 33078,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 732,
+    "bytes_utf8": 732,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 374,
+      "bytes_utf8": 374,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23008,
+      "cached_input_tokens": 21888,
+      "output_tokens": 372,
+      "reasoning_output_tokens": 266
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..058db647e1a4e251f2dfe3328b47d08de9660628
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=MGODPR, measure_col=MGODPR.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "MGODPR",
+    "measure_col": "MGODPR",
+    "top_k": 16,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 4.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a21ba9a36cf51e1378dd421eae8299ebb4acbe8e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40dc-9de2-7203-aa89-2ada08554e69"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MGODPR\\\", SUM(CAST(\\\"MGODPR\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MGODPR\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with \\\"MGODPR\\\" as both the grouping column and summed measure, casting the TEXT-typed values to NUMERIC for SQLite aggregation.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23008,"cached_input_tokens":21888,"output_tokens":372,"reasoning_output_tokens":266}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..917195298e8c31d9a12d7867964918c76caee016
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"MGODPR\", SUM(CAST(\"MGODPR\" AS NUMERIC)) AS \"total_measure\"\nFROM \"n15\"\nGROUP BY \"MGODPR\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the planned Grouped Numeric Sum template with \"MGODPR\" as both the grouping column and summed measure, casting the TEXT-typed values to NUMERIC for SQLite aggregation."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c040d221af00e397/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9229379114b960d66a93ee43ae54bcedf8edaf1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:08:06.648440+00:00",
+  "ended_at": "2026-05-19T16:08:09.923588+00:00",
+  "elapsed_ms": 3275.12,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33334,
+    "bytes_utf8": 33334,
+    "lines": 1131,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b188ad584e89d6a60272af7bbd637024ec1b1073
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:08:10.926410+00:00",
+  "ended_at": "2026-05-19T16:08:14.135955+00:00",
+  "elapsed_ms": 3209.51,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33334,
+    "bytes_utf8": 33334,
+    "lines": 1131,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b58998457a8a236615df076924d13a67a84e059
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1131 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=MOPLMIDD, condition_col=MBERZELF.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "MOPLMIDD",
+    "condition_col": "MBERZELF",
+    "condition_value": "1",
+    "positive_value": "1",
+    "negative_value": "0",
+    "top_k": 12,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b58998457a8a236615df076924d13a67a84e059
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1131 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=MOPLMIDD, condition_col=MBERZELF.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "MOPLMIDD",
+    "condition_col": "MBERZELF",
+    "condition_value": "1",
+    "positive_value": "1",
+    "negative_value": "0",
+    "top_k": 12,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc4425f3a60ff8aaffec13ce3deea9cdbd53167f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-960a-7492-99b9-975180367b21"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e32a89c5c9dc5352a69eac5643ec035ec5322e39
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-960a-7492-99b9-975180367b21"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72844d76e8404dfc5f66b157458bc9823a50ed94
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-a6a0-7862-9d13-c8733d91bc68"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..501315c1d9f94cdaff554de2c8f0e70610b8bb69
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-a6a0-7862-9d13-c8733d91bc68"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_c75908a3ed3dca46/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cc9f4045aeebfb16c446d0d3ab85ca41affefaa3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33087, "bytes_utf8": 33087, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23012, "cached_input_tokens": 0, "output_tokens": 602, "reasoning_output_tokens": 495}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b5df1f1f1c993c3d7e985c2fbd1f6d6fd7dad444
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_cc213fa6a8379597",
+    "api_calls": 0,
+    "input_tokens": 23012,
+    "cached_input_tokens": 0,
+    "output_tokens": 602,
+    "total_tokens": 23614,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13457.75,
+    "sql_execution_elapsed_ms_total": 8.06,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4650ff510f4ccf49cc53adcfb294cfa8319518fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:28:53.677516+00:00",
+  "ended_at": "2026-05-19T15:29:07.135309+00:00",
+  "elapsed_ms": 13457.75,
+  "prompt_metrics": {
+    "chars": 33087,
+    "bytes_utf8": 33087,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 702,
+    "bytes_utf8": 702,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 352,
+      "bytes_utf8": 352,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23012,
+      "cached_input_tokens": 0,
+      "output_tokens": 602,
+      "reasoning_output_tokens": 495
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5f22bb132e88ca5935dd3c94e1e000b4bc33edf1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=MAANTHUI, measure_col=MAANTHUI.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "MAANTHUI",
+    "measure_col": "MAANTHUI",
+    "top_k": 16,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b66a02640075ecc29b4e304b7b62882f71c58220
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40da-aea7-7842-9f4f-4247875e3adf"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"MAANTHUI\\\", SUM(CAST(\\\"MAANTHUI\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MAANTHUI\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied tpl_h2o_group_sum with group_col and measure_col both bound to MAANTHUI; cast the TEXT-typed measure to INTEGER for SQLite numeric summation.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23012,"cached_input_tokens":0,"output_tokens":602,"reasoning_output_tokens":495}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..075f1d6a395e1102546af959b2398b3d6f76a9a6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"MAANTHUI\", SUM(CAST(\"MAANTHUI\" AS INTEGER)) AS \"total_measure\"\nFROM \"n15\"\nGROUP BY \"MAANTHUI\"\nORDER BY \"total_measure\" DESC;","notes":"Applied tpl_h2o_group_sum with group_col and measure_col both bound to MAANTHUI; cast the TEXT-typed measure to INTEGER for SQLite numeric summation."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cc213fa6a8379597/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4c20bc639082a80d8b350d3437e9d35562b34be7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33384, "bytes_utf8": 33384, "lines": 1132, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23099, "cached_input_tokens": 21888, "output_tokens": 638, "reasoning_output_tokens": 516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..479eef75f8db9d2f7a1c0976dac013f091d1d891
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_cdac9946276b3934",
+    "api_calls": 0,
+    "input_tokens": 23099,
+    "cached_input_tokens": 21888,
+    "output_tokens": 638,
+    "total_tokens": 23737,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 16713.85,
+    "sql_execution_elapsed_ms_total": 3.37,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..42f93c613deb5fcd1d1881952c0d45ec1699d09a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:45:40.754945+00:00",
+  "ended_at": "2026-05-19T15:45:57.468827+00:00",
+  "elapsed_ms": 16713.85,
+  "prompt_metrics": {
+    "chars": 33384,
+    "bytes_utf8": 33384,
+    "lines": 1132,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 803,
+    "bytes_utf8": 803,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 440,
+      "bytes_utf8": 440,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23099,
+      "cached_input_tokens": 21888,
+      "output_tokens": 638,
+      "reasoning_output_tokens": 516
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..afc467392f19e30a3e65e0b8d62eefbf7e4e4323
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1132 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=MOSTYPE, group_col_2=PLEVEN.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "MOSTYPE",
+    "group_col_2": "PLEVEN",
+    "predicate_col": "PBROM",
+    "predicate_op": ">=",
+    "predicate_value": 4.0,
+    "top_k": 13,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb57ebeef0a061589ca62c9e6c4d833d65dc83f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ea-0c8c-7671-9df9-7cb1c8208832"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"MOSTYPE\\\", \\\"PLEVEN\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nWHERE CAST(\\\"PBROM\\\" AS REAL) >= 4.0\\nGROUP BY \\\"MOSTYPE\\\", \\\"PLEVEN\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group-count template with group columns MOSTYPE and PLEVEN, and casts PBROM to REAL because the schema stores fields as TEXT while the predicate is numeric.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23099,"cached_input_tokens":21888,"output_tokens":638,"reasoning_output_tokens":516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eb9115c1d9ba373a1228985a2ffb1e2612e867c9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"MOSTYPE\", \"PLEVEN\", COUNT(*) AS \"row_count\"\nFROM \"n15\"\nWHERE CAST(\"PBROM\" AS REAL) >= 4.0\nGROUP BY \"MOSTYPE\", \"PLEVEN\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned filtered two-dimensional group-count template with group columns MOSTYPE and PLEVEN, and casts PBROM to REAL because the schema stores fields as TEXT while the predicate is numeric."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cdac9946276b3934/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2036efdfa4b0166a4852e037d1c4bca6f8f7e6fb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:06:13.491447+00:00",
+  "ended_at": "2026-05-19T16:06:16.283433+00:00",
+  "elapsed_ms": 2791.96,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33330,
+    "bytes_utf8": 33330,
+    "lines": 1131,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d744b03e19dd96febc9c54d2cc79922bc54267cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:06:17.286403+00:00",
+  "ended_at": "2026-05-19T16:06:22.700729+00:00",
+  "elapsed_ms": 5414.28,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33330,
+    "bytes_utf8": 33330,
+    "lines": 1131,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1651388c7c510f66813743efe9e51f33aeee2c17
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1131 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=MRELSA, condition_col=ABYSTAND.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "MRELSA",
+    "condition_col": "ABYSTAND",
+    "condition_value": "0",
+    "positive_value": "0",
+    "negative_value": "1",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 6.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1651388c7c510f66813743efe9e51f33aeee2c17
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1131 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=MRELSA, condition_col=ABYSTAND.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "MRELSA",
+    "condition_col": "ABYSTAND",
+    "condition_value": "0",
+    "positive_value": "0",
+    "negative_value": "1",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 6.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9183dd1c259767376ef5540576006872593603fa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fc-dbee-7e12-9470-4d59d7898e4c"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b78667f86a1c8f1504bf5a41db7b6e9f378d9875
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fc-dbee-7e12-9470-4d59d7898e4c"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6d1965051235100b295ffb293c5da6f6cbaec379
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fc-eaf6-7d92-9841-55a69667de56"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d6c62500b3c75f022943bcf1730f0df97d9475a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fc-eaf6-7d92-9841-55a69667de56"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cec76e2cdee40a27/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c92c6986df868bf59cef64e95ac8370e81af2211
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:52:25.143395+00:00",
+  "ended_at": "2026-05-19T15:52:28.668580+00:00",
+  "elapsed_ms": 3525.13,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33639,
+    "bytes_utf8": 33639,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b62c4aa7b45ae112481677bd3791f109e5b51194
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:52:29.671219+00:00",
+  "ended_at": "2026-05-19T15:52:33.159533+00:00",
+  "elapsed_ms": 3488.28,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33639,
+    "bytes_utf8": 33639,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..589b351d7b7cce22f2e3b34729902c97e852f01e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=AGEZONG, measure_col=MBERARBO.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "AGEZONG",
+    "measure_col": "MBERARBO",
+    "top_k": 17,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..589b351d7b7cce22f2e3b34729902c97e852f01e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=AGEZONG, measure_col=MBERARBO.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "AGEZONG",
+    "measure_col": "MBERARBO",
+    "top_k": 17,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37048e58c394fc8f2bef1824c2ab545d191c1989
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-3847-71a3-9cb8-5af67726d5d8"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef90df692517d4420ed28c81251a7ca2581c1590
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-3847-71a3-9cb8-5af67726d5d8"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f0c9487802296e3d78b661cc0d778d75f0f6844c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-4a11-7e51-b121-04ed91474655"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..184ebdff1182b4ba4428137cbf33192fddf49a6b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-4a11-7e51-b121-04ed91474655"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_cf95b88e22f8d18e/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..17349aab0ed122f9cc0f8602826f69a9850b6945
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:13:26.687264+00:00",
+  "ended_at": "2026-05-19T16:13:29.861814+00:00",
+  "elapsed_ms": 3174.53,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33161,
+    "bytes_utf8": 33161,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..494f272fe4f8d4a53b88244ae3a47a64c2e33ff5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:13:30.865352+00:00",
+  "ended_at": "2026-05-19T16:13:33.613248+00:00",
+  "elapsed_ms": 2747.85,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33161,
+    "bytes_utf8": 33161,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e8eeb1472d8f490f9852970812cc280dc23af99
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=PTRACTOR, measure_col=MHHUUR.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "PTRACTOR",
+    "measure_col": "MHHUUR",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e8eeb1472d8f490f9852970812cc280dc23af99
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=PTRACTOR, measure_col=MHHUUR.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "PTRACTOR",
+    "measure_col": "MHHUUR",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6dc34c5d6f2330baa3a42c31537cf229c4743b6e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-783c-7683-9d38-f9ac8b52bfbf"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ac1a9d95335989e1fb5a3948dba6efc72ff5e06b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-783c-7683-9d38-f9ac8b52bfbf"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b16e7fd90a429771f45d9463b8cd6381c8404c8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-886b-7e51-933e-fa552a6f68b4"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b6570b2914121ecf6044541ed9ffab69206494af
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-886b-7e51-933e-fa552a6f68b4"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_d68af95618179add/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f205735c0a5fd692c7358a85a838490ba42b3de9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33251, "bytes_utf8": 33251, "lines": 1126, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 560, "bytes_utf8": 560, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23059, "cached_input_tokens": 21888, "output_tokens": 520, "reasoning_output_tokens": 354}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3aeff634ca4f15eb7e8c35619892609c55bf7793
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_dc3b49804dd67157",
+    "api_calls": 0,
+    "input_tokens": 23059,
+    "cached_input_tokens": 21888,
+    "output_tokens": 520,
+    "total_tokens": 23579,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 17497.73,
+    "sql_execution_elapsed_ms_total": 29.32,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..61c08d37e8011f53c55bba0cf133b7a8b6d0888a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:46:47.406306+00:00",
+  "ended_at": "2026-05-19T15:47:04.904113+00:00",
+  "elapsed_ms": 17497.73,
+  "prompt_metrics": {
+    "chars": 33251,
+    "bytes_utf8": 33251,
+    "lines": 1126,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1265,
+    "bytes_utf8": 1265,
+    "lines": 5,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 560,
+      "bytes_utf8": 560,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23059,
+      "cached_input_tokens": 21888,
+      "output_tokens": 520,
+      "reasoning_output_tokens": 354
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cdd5eef28aad9910a04a70993f9700a81bfb61a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1126 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=MGODPR.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "MGODPR",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 5.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c8eeb655c89ddeae7772cd575279cf042fe95a9b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40eb-117c-7413-9fce-e2036399f4f4"}
+{"type":"turn.started"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 23694. Please try again in 710ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT CAST(\\\"MGODPR\\\" AS REAL) AS \\\"MGODPR\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"MGODPR\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"n15\\\"\\n    WHERE \\\"MGODPR\\\" IS NOT NULL\\n)\\nSELECT \\\"MGODPR\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"MGODPR\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to MGODPR and num_tiles=10. CAST is used because the schema stores MGODPR as TEXT, but the role indicates a numeric discrete measure.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23059,"cached_input_tokens":21888,"output_tokens":520,"reasoning_output_tokens":354}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7dc1e7a7d70da864afeabf37395d1590b74a447
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n    SELECT CAST(\"MGODPR\" AS REAL) AS \"MGODPR\",\n           NTILE(10) OVER (ORDER BY CAST(\"MGODPR\" AS REAL) DESC) AS \"tail_bucket\"\n    FROM \"n15\"\n    WHERE \"MGODPR\" IS NOT NULL\n)\nSELECT \"MGODPR\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"MGODPR\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to MGODPR and num_tiles=10. CAST is used because the schema stores MGODPR as TEXT, but the role indicates a numeric discrete measure."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_dc3b49804dd67157/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b6e50a2b0159cfc8402c4cbd4e5f833a37f53a2b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 32994, "bytes_utf8": 32994, "lines": 1126, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 288, "bytes_utf8": 288, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 22981, "cached_input_tokens": 12032, "output_tokens": 199, "reasoning_output_tokens": 112}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e10656a744f251c27609bcf1b363fd21bee7215
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_e5a0920fe48acb3c",
+    "api_calls": 0,
+    "input_tokens": 22981,
+    "cached_input_tokens": 12032,
+    "output_tokens": 199,
+    "total_tokens": 23180,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 7084.66,
+    "sql_execution_elapsed_ms_total": 8.6,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a540198cc0eed58d4b6c6fe2b7c461ba5feb48df
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:34:13.297409+00:00",
+  "ended_at": "2026-05-19T15:34:20.382108+00:00",
+  "elapsed_ms": 7084.66,
+  "prompt_metrics": {
+    "chars": 32994,
+    "bytes_utf8": 32994,
+    "lines": 1126,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 646,
+    "bytes_utf8": 646,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 288,
+      "bytes_utf8": 288,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 22981,
+      "cached_input_tokens": 12032,
+      "output_tokens": 199,
+      "reasoning_output_tokens": 112
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e3d17007a2ae1e01f01a5dc8d28cb6d20adac0fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1126 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=MBERHOOG.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "MBERHOOG",
+    "top_k": 13,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dcef8eac1b131379d66c4d5ddcfe9971f96687e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40df-8f39-76f0-a438-b36c041cac9a"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"MBERHOOG\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MBERHOOG\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the grouped count template exactly, using \\\"MBERHOOG\\\" as the category column on single table \\\"n15\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":22981,"cached_input_tokens":12032,"output_tokens":199,"reasoning_output_tokens":112}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e15b0c37577c65d70499f15790abb4ba257f577
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"MBERHOOG\", COUNT(*) AS \"row_count\"\nFROM \"n15\"\nGROUP BY \"MBERHOOG\"\nORDER BY \"row_count\" DESC;","notes":"Applied the grouped count template exactly, using \"MBERHOOG\" as the category column on single table \"n15\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_e5a0920fe48acb3c/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5835f2fb19bc60f1157ad6ef4a6f6ab8389ca23b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 32993, "bytes_utf8": 32993, "lines": 1126, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 285, "bytes_utf8": 285, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 22981, "cached_input_tokens": 12032, "output_tokens": 306, "reasoning_output_tokens": 224}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7eaff671a3057633d50d59b736f451a0a90a4c76
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_ea3851ef51514a16",
+    "api_calls": 0,
+    "input_tokens": 22981,
+    "cached_input_tokens": 12032,
+    "output_tokens": 306,
+    "total_tokens": 23287,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 19709.74,
+    "sql_execution_elapsed_ms_total": 10.17,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd0a99fb16357298e9f36012bf3c5f30a5a80aa0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:32:49.323891+00:00",
+  "ended_at": "2026-05-19T15:33:09.033672+00:00",
+  "elapsed_ms": 19709.74,
+  "prompt_metrics": {
+    "chars": 32993,
+    "bytes_utf8": 32993,
+    "lines": 1126,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 972,
+    "bytes_utf8": 972,
+    "lines": 5,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 285,
+      "bytes_utf8": 285,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 22981,
+      "cached_input_tokens": 12032,
+      "output_tokens": 306,
+      "reasoning_output_tokens": 224
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f52387fbab7a4ebec3e113821a43496802515cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1126 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=MFGEKIND.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "MFGEKIND",
+    "top_k": 13,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d03c0d3ab477ae306ee1e55d9a169129184ac43
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40de-472d-76f2-a883-db3fa2271735"}
+{"type":"turn.started"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1995425, Requested 23616. Please try again in 571ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"MFGEKIND\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MFGEKIND\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count by category on \\\"MFGEKIND\\\" using the planned template to inspect subgroup size distribution.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":22981,"cached_input_tokens":12032,"output_tokens":306,"reasoning_output_tokens":224}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0ee44eb4d2be9f65b93ed904e090c97dbca71ab8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"MFGEKIND\", COUNT(*) AS \"row_count\"\nFROM \"n15\"\nGROUP BY \"MFGEKIND\"\nORDER BY \"row_count\" DESC;","notes":"Grouped count by category on \"MFGEKIND\" using the planned template to inspect subgroup size distribution."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_ea3851ef51514a16/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd4a744f0304a6f8e446087cb5c19d26bcc9921b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:13:04.386114+00:00",
+  "ended_at": "2026-05-19T16:13:07.757383+00:00",
+  "elapsed_ms": 3371.24,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33161,
+    "bytes_utf8": 33161,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d37cfd5ad264fba7258b8a921f9e5b88de6ad06f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:13:08.759595+00:00",
+  "ended_at": "2026-05-19T16:13:12.096238+00:00",
+  "elapsed_ms": 3336.61,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33161,
+    "bytes_utf8": 33161,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..86121f91b9b3db3d87ef5b6f134a807fd628db4e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=PVRAAUT, measure_col=MSKC.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "PVRAAUT",
+    "measure_col": "MSKC",
+    "top_k": 15,
+    "top_n": 7,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 7.28,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..86121f91b9b3db3d87ef5b6f134a807fd628db4e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=PVRAAUT, measure_col=MSKC.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "PVRAAUT",
+    "measure_col": "MSKC",
+    "top_k": 15,
+    "top_n": 7,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 7.28,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b6a83c03ac6ea69a8c68511f31321944bacdbd9f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-2113-7530-97ed-384e4acfaee4"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..524fb40ecbcd62e2b977744baa7a83ff447eabdc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-2113-7530-97ed-384e4acfaee4"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f049cce6111a7d76d7c9020d4211249f36c930a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-3234-7731-b0f5-84dbc101a01c"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1694f9d0f67fa35ff750481d16730e7c9522443
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-3234-7731-b0f5-84dbc101a01c"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_eae92782fa6daa20/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..29da2d24de1ae60c0083bde63c593a942a399845
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33483, "bytes_utf8": 33483, "lines": 1130, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 626, "bytes_utf8": 626, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23126, "cached_input_tokens": 12032, "output_tokens": 923, "reasoning_output_tokens": 724}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..91575ff9bd383b6e30736783c411704b80b47a2d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_f3012b93496ab168",
+    "api_calls": 0,
+    "input_tokens": 23126,
+    "cached_input_tokens": 12032,
+    "output_tokens": 923,
+    "total_tokens": 24049,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 20136.86,
+    "sql_execution_elapsed_ms_total": 13.49,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..25119d8bff9f614fddc3768cf2fba149435bfeb5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:38:38.431492+00:00",
+  "ended_at": "2026-05-19T15:38:58.568394+00:00",
+  "elapsed_ms": 20136.86,
+  "prompt_metrics": {
+    "chars": 33483,
+    "bytes_utf8": 33483,
+    "lines": 1130,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1009,
+    "bytes_utf8": 1009,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 626,
+      "bytes_utf8": 626,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23126,
+      "cached_input_tokens": 12032,
+      "output_tokens": 923,
+      "reasoning_output_tokens": 724
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e45af9dcddc4d99f88bffc4871ca4d477269953c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1130 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "required_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=MHKOOP, measure_col=MHKOOP.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "MHKOOP",
+    "measure_col": "MHKOOP",
+    "item_col": "MOSTYPE",
+    "top_k": 15,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 7.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8bf1991cd2f3c806812f17a487edc7b4cc0e85ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e3-9b02-73c2-94e3-18865e2bbb0f"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"MHKOOP\\\",\\n  \\\"MOSTYPE\\\",\\n  SUM(CAST(\\\"MHKOOP\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"MHKOOP\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"MHKOOP\\\" AS REAL))) OVER (PARTITION BY \\\"MHKOOP\\\"), 0) AS share_within_group\\nFROM \\\"n15\\\"\\nGROUP BY \\\"MHKOOP\\\", \\\"MOSTYPE\\\"\\nORDER BY share_within_group DESC\\nLIMIT 15;\",\"notes\":\"Uses the required template with group_col=\\\"MHKOOP\\\", item_col=\\\"MOSTYPE\\\", and measure_col=\\\"MHKOOP\\\". Casts the TEXT-stored numeric field to REAL for aggregation and uses NULLIF to avoid division by zero for zero-valued MHKOOP groups.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23126,"cached_input_tokens":12032,"output_tokens":923,"reasoning_output_tokens":724}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2fcae3ab54afa89cec662d07e5ca251695168817
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n  \"MHKOOP\",\n  \"MOSTYPE\",\n  SUM(CAST(\"MHKOOP\" AS REAL)) AS total_measure,\n  SUM(CAST(\"MHKOOP\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"MHKOOP\" AS REAL))) OVER (PARTITION BY \"MHKOOP\"), 0) AS share_within_group\nFROM \"n15\"\nGROUP BY \"MHKOOP\", \"MOSTYPE\"\nORDER BY share_within_group DESC\nLIMIT 15;","notes":"Uses the required template with group_col=\"MHKOOP\", item_col=\"MOSTYPE\", and measure_col=\"MHKOOP\". Casts the TEXT-stored numeric field to REAL for aggregation and uses NULLIF to avoid division by zero for zero-valued MHKOOP groups."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f3012b93496ab168/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0275b9ff42fab9b832150213a479b955d5a517c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:11:50.609566+00:00",
+  "ended_at": "2026-05-19T16:11:53.832200+00:00",
+  "elapsed_ms": 3222.61,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33075,
+    "bytes_utf8": 33075,
+    "lines": 1126,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b029ebbbd686e10fa821fb7fb514dc3b521fa31
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:11:54.834407+00:00",
+  "ended_at": "2026-05-19T16:11:58.078217+00:00",
+  "elapsed_ms": 3243.77,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33075,
+    "bytes_utf8": 33075,
+    "lines": 1126,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a74f0a622d4da6bb23d1217d333c9cb8ecb0d84
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1126 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=MINK123M.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "MINK123M",
+    "top_k": 16,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a74f0a622d4da6bb23d1217d333c9cb8ecb0d84
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1126 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=MINK123M.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "MINK123M",
+    "top_k": 16,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f53993b92361a79616ed6399cdd1a423692c8e37
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-00d9-7da1-b4b2-710134eeb876"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..729dd297e893a5595449b72b46d35ecb0d06dce2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-00d9-7da1-b4b2-710134eeb876"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff88a19bba5112fcf43928f9a8c90dc3c9d224fb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-1142-7d90-92dd-e0e2d26bc491"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..35ed49afda977d766d683b404a7cff5463704fb8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-1142-7d90-92dd-e0e2d26bc491"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f64476ff2f85e826/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..3750fc42f9016a0bd2cd2846cbb1828c2b6633ef
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:13:48.389206+00:00",
+  "ended_at": "2026-05-19T16:13:51.630129+00:00",
+  "elapsed_ms": 3240.9,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33162,
+    "bytes_utf8": 33162,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..872a85aed92bb8ba9b5011aac23966de20c4f382
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:13:52.632494+00:00",
+  "ended_at": "2026-05-19T16:13:55.764187+00:00",
+  "elapsed_ms": 3131.66,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33162,
+    "bytes_utf8": 33162,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71339c73897a3e9ec9d361a691f7181ebf46d1da
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=PWERKT, measure_col=MHKOOP.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "PWERKT",
+    "measure_col": "MHKOOP",
+    "top_k": 18,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 7.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71339c73897a3e9ec9d361a691f7181ebf46d1da
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=PWERKT, measure_col=MHKOOP.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "PWERKT",
+    "measure_col": "MHKOOP",
+    "top_k": 18,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 7.64,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6fd3712b7acfdd14ef235111807ae3a622fb07d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-ccf0-71d0-a639-a0aae5e0bcf2"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c326fad23550991374d5659bd52cb0ce0daae564
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-ccf0-71d0-a639-a0aae5e0bcf2"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11c25a77056ed735ff66b4df913409a18b21837b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-dd84-7912-a155-cc24f6612e2a"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9683ee42b7d4efe180388ab8612a025debb3df72
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-dd84-7912-a155-cc24f6612e2a"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_f96221dad0ef604c/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f750420f6000ee7c7872a9bc040c45f9326a3b8e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/conversation.jsonl
@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 33257, "bytes_utf8": 33257, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "}
+{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 33257, "bytes_utf8": 33257, "lines": 1128, "estimated_tokens": null}}
+{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 940, "bytes_utf8": 940, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 23047, "cached_input_tokens": 12032, "output_tokens": 820, "reasoning_output_tokens": 516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d2f2a279026bb5b389fe811df3b65a7ec25bfe7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 2,
+  "usage_summary": {
+    "dataset_id": "n15",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n15_fc8319ecef6e52de",
+    "api_calls": 0,
+    "input_tokens": 23047,
+    "cached_input_tokens": 12032,
+    "output_tokens": 820,
+    "total_tokens": 23867,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 19583.44,
+    "sql_execution_elapsed_ms_total": 26.51,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..702cd30dfcc470569e28b2bc2da0b9aa576a0fd0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:01:03.692906+00:00",
+  "ended_at": "2026-05-19T16:01:07.794574+00:00",
+  "elapsed_ms": 4101.64,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 33257,
+    "bytes_utf8": 33257,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bc4348dc33ce05826b0183b0ffc70093bbf45797
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:01:08.796659+00:00",
+  "ended_at": "2026-05-19T16:01:24.278490+00:00",
+  "elapsed_ms": 15481.8,
+  "prompt_metrics": {
+    "chars": 33257,
+    "bytes_utf8": 33257,
+    "lines": 1128,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1393,
+    "bytes_utf8": 1393,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 940,
+      "bytes_utf8": 940,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 23047,
+      "cached_input_tokens": 12032,
+      "output_tokens": 820,
+      "reasoning_output_tokens": 516
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0585851cdeac987d526dd3fedc9e98f6aac5032b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=MGEMLEEF, measure_col=MZPART.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "MGEMLEEF",
+    "measure_col": "MZPART",
+    "top_k": 14,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0585851cdeac987d526dd3fedc9e98f6aac5032b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,1128 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n15
+- dataset_name: N15
+- table_name: n15
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 85 feature columns and target `ABYSTAND`.
+- task_type: classification
+- target_column: ABYSTAND
+- main_row_count: 9822
+- important_fields:
+- MOSTYPE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSTYPE.
+- MAANTHUI: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAANTHUI.
+- MGEMOMV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMOMV.
+- MGEMLEEF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGEMLEEF.
+- MOSHOOFD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOSHOOFD.
+- MGODRK: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODRK.
+- MGODPR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODPR.
+- MGODOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODOV.
+- MGODGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MGODGE.
+- MRELGE: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELGE.
+- MRELSA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELSA.
+- MRELOV: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MRELOV.
+- MFALLEEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFALLEEN.
+- MFGEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFGEKIND.
+- MFWEKIND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MFWEKIND.
+- MOPLHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLHOOG.
+- MOPLMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLMIDD.
+- MOPLLAAG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MOPLLAAG.
+- MBERHOOG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERHOOG.
+- MBERZELF: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERZELF.
+- MBERBOER: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERBOER.
+- MBERMIDD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERMIDD.
+- MBERARBG: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBG.
+- MBERARBO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MBERARBO.
+- MSKA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKA.
+- MSKB1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB1.
+- MSKB2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKB2.
+- MSKC: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKC.
+- MSKD: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MSKD.
+- MHHUUR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHHUUR.
+- MHKOOP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MHKOOP.
+- MAUT1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT1.
+- MAUT2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT2.
+- MAUT0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MAUT0.
+- MZFONDS: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZFONDS.
+- MZPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MZPART.
+- MINKM30: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKM30.
+- MINK3045: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK3045.
+- MINK4575: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK4575.
+- MINK7512: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK7512.
+- MINK123M: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINK123M.
+- MINKGEM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MINKGEM.
+- MKOOPKLA: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for MKOOPKLA.
+- PWAPART: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWAPART.
+- PWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWABEDR.
+- PWALAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PWALAND.
+- PPERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PPERSAUT.
+- PBESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBESAUT.
+- PMOTSCO: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PMOTSCO.
+- PVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PVRAAUT.
+- PAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PAANHANG.
+- PTRACTOR: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PTRACTOR.
+- PWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWERKT.
+- PBROM: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBROM.
+- PLEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PLEVEN.
+- PPERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPERSONG.
+- PGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PGEZONG.
+- PWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PWAOREG.
+- PBRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for PBRAND.
+- PZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PZEILPL.
+- PPLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PPLEZIER.
+- PFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PFIETS.
+- PINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PINBOED.
+- PBYSTAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for PBYSTAND.
+- AWAPART: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAPART.
+- AWABEDR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWABEDR.
+- AWALAND: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWALAND.
+- APERSAUT: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for APERSAUT.
+- ABESAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABESAUT.
+- AMOTSCO: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AMOTSCO.
+- AVRAAUT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AVRAAUT.
+- AAANHANG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AAANHANG.
+- ATRACTOR: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ATRACTOR.
+- AWERKT: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWERKT.
+- ABROM: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ABROM.
+- ALEVEN: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ALEVEN.
+- APERSONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APERSONG.
+- AGEZONG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AGEZONG.
+- AWAOREG: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AWAOREG.
+- ABRAND: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ABRAND.
+- AZEILPL: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AZEILPL.
+- APLEZIER: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for APLEZIER.
+- AFIETS: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AFIETS.
+- AINBOED: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for AINBOED.
+- ABYSTAND: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for ABYSTAND.
+- CARAVAN: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for CARAVAN.
+- useful_field_combinations: [['MOSTYPE', 'MAANTHUI', 'ABYSTAND'], ['MOSTYPE', 'MOSTYPE', 'ABYSTAND']]
+- fields_requiring_caution: ['ABYSTAND']
+- source_url: https://www.openml.org/d/298
+
+SQLite schema snapshot:
+{
+  "table_name": "n15",
+  "quoted_table_name": "\"n15\"",
+  "row_count": 9822,
+  "columns": [
+    {
+      "name": "MOSTYPE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAANTHUI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMOMV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGEMLEEF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOSHOOFD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODRK",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODPR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MGODGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELGE",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELSA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MRELOV",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFALLEEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFGEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MFWEKIND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MOPLLAAG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERHOOG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERZELF",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERBOER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERMIDD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MBERARBO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKB2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKC",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MSKD",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHHUUR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MHKOOP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MAUT0",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZFONDS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MZPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKM30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK3045",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK4575",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK7512",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINK123M",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MINKGEM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "MKOOPKLA",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PTRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PLEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PPLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "PBYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAPART",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWABEDR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWALAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABESAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AMOTSCO",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AVRAAUT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AAANHANG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRACTOR",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWERKT",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABROM",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ALEVEN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APERSONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AGEZONG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AWAOREG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABRAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AZEILPL",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "APLEZIER",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AFIETS",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "AINBOED",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ABYSTAND",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CARAVAN",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "MOSTYPE": "33",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "5",
+      "MGODOV": "1",
+      "MGODGE": "3",
+      "MRELGE": "7",
+      "MRELSA": "0",
+      "MRELOV": "2",
+      "MFALLEEN": "1",
+      "MFGEKIND": "2",
+      "MFWEKIND": "6",
+      "MOPLHOOG": "1",
+      "MOPLMIDD": "2",
+      "MOPLLAAG": "7",
+      "MBERHOOG": "1",
+      "MBERZELF": "0",
+      "MBERBOER": "1",
+      "MBERMIDD": "2",
+      "MBERARBG": "5",
+      "MBERARBO": "2",
+      "MSKA": "1",
+      "MSKB1": "1",
+      "MSKB2": "2",
+      "MSKC": "6",
+      "MSKD": "1",
+      "MHHUUR": "1",
+      "MHKOOP": "8",
+      "MAUT1": "8",
+      "MAUT2": "0",
+      "MAUT0": "1",
+      "MZFONDS": "8",
+      "MZPART": "1",
+      "MINKM30": "0",
+      "MINK3045": "4",
+      "MINK4575": "5",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "5",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "6",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "0",
+      "MFGEKIND": "4",
+      "MFWEKIND": "5",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "5",
+      "MBERARBG": "0",
+      "MBERARBO": "4",
+      "MSKA": "0",
+      "MSKB1": "2",
+      "MSKB2": "3",
+      "MSKC": "5",
+      "MSKD": "0",
+      "MHHUUR": "2",
+      "MHKOOP": "7",
+      "MAUT1": "7",
+      "MAUT2": "1",
+      "MAUT0": "2",
+      "MZFONDS": "6",
+      "MZPART": "3",
+      "MINKM30": "2",
+      "MINK3045": "0",
+      "MINK4575": "5",
+      "MINK7512": "2",
+      "MINK123M": "0",
+      "MINKGEM": "5",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "2",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "37",
+      "MAANTHUI": "1",
+      "MGEMOMV": "2",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "8",
+      "MGODRK": "0",
+      "MGODPR": "4",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "3",
+      "MRELSA": "2",
+      "MRELOV": "4",
+      "MFALLEEN": "4",
+      "MFGEKIND": "4",
+      "MFWEKIND": "2",
+      "MOPLHOOG": "0",
+      "MOPLMIDD": "5",
+      "MOPLLAAG": "4",
+      "MBERHOOG": "0",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "7",
+      "MBERARBG": "0",
+      "MBERARBO": "2",
+      "MSKA": "0",
+      "MSKB1": "5",
+      "MSKB2": "0",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "7",
+      "MHKOOP": "2",
+      "MAUT1": "7",
+      "MAUT2": "0",
+      "MAUT0": "2",
+      "MZFONDS": "9",
+      "MZPART": "0",
+      "MINKM30": "4",
+      "MINK3045": "5",
+      "MINK4575": "0",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "3",
+      "MKOOPKLA": "4",
+      "PWAPART": "2",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "1",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "9",
+      "MAANTHUI": "1",
+      "MGEMOMV": "3",
+      "MGEMLEEF": "3",
+      "MOSHOOFD": "3",
+      "MGODRK": "2",
+      "MGODPR": "3",
+      "MGODOV": "2",
+      "MGODGE": "4",
+      "MRELGE": "5",
+      "MRELSA": "2",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "3",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "3",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "2",
+      "MBERHOOG": "4",
+      "MBERZELF": "0",
+      "MBERBOER": "0",
+      "MBERMIDD": "3",
+      "MBERARBG": "1",
+      "MBERARBO": "2",
+      "MSKA": "3",
+      "MSKB1": "2",
+      "MSKB2": "1",
+      "MSKC": "4",
+      "MSKD": "0",
+      "MHHUUR": "5",
+      "MHKOOP": "4",
+      "MAUT1": "9",
+      "MAUT2": "0",
+      "MAUT0": "0",
+      "MZFONDS": "7",
+      "MZPART": "2",
+      "MINKM30": "1",
+      "MINK3045": "5",
+      "MINK4575": "3",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "4",
+      "MKOOPKLA": "4",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "6",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "2",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "1",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    },
+    {
+      "MOSTYPE": "40",
+      "MAANTHUI": "1",
+      "MGEMOMV": "4",
+      "MGEMLEEF": "2",
+      "MOSHOOFD": "10",
+      "MGODRK": "1",
+      "MGODPR": "4",
+      "MGODOV": "1",
+      "MGODGE": "4",
+      "MRELGE": "7",
+      "MRELSA": "1",
+      "MRELOV": "2",
+      "MFALLEEN": "2",
+      "MFGEKIND": "4",
+      "MFWEKIND": "4",
+      "MOPLHOOG": "5",
+      "MOPLMIDD": "4",
+      "MOPLLAAG": "0",
+      "MBERHOOG": "0",
+      "MBERZELF": "5",
+      "MBERBOER": "4",
+      "MBERMIDD": "0",
+      "MBERARBG": "0",
+      "MBERARBO": "0",
+      "MSKA": "9",
+      "MSKB1": "0",
+      "MSKB2": "0",
+      "MSKC": "0",
+      "MSKD": "0",
+      "MHHUUR": "4",
+      "MHKOOP": "5",
+      "MAUT1": "6",
+      "MAUT2": "2",
+      "MAUT0": "1",
+      "MZFONDS": "5",
+      "MZPART": "4",
+      "MINKM30": "0",
+      "MINK3045": "0",
+      "MINK4575": "9",
+      "MINK7512": "0",
+      "MINK123M": "0",
+      "MINKGEM": "6",
+      "MKOOPKLA": "3",
+      "PWAPART": "0",
+      "PWABEDR": "0",
+      "PWALAND": "0",
+      "PPERSAUT": "0",
+      "PBESAUT": "0",
+      "PMOTSCO": "0",
+      "PVRAAUT": "0",
+      "PAANHANG": "0",
+      "PTRACTOR": "0",
+      "PWERKT": "0",
+      "PBROM": "0",
+      "PLEVEN": "0",
+      "PPERSONG": "0",
+      "PGEZONG": "0",
+      "PWAOREG": "0",
+      "PBRAND": "6",
+      "PZEILPL": "0",
+      "PPLEZIER": "0",
+      "PFIETS": "0",
+      "PINBOED": "0",
+      "PBYSTAND": "0",
+      "AWAPART": "0",
+      "AWABEDR": "0",
+      "AWALAND": "0",
+      "APERSAUT": "0",
+      "ABESAUT": "0",
+      "AMOTSCO": "0",
+      "AVRAAUT": "0",
+      "AAANHANG": "0",
+      "ATRACTOR": "0",
+      "AWERKT": "0",
+      "ABROM": "0",
+      "ALEVEN": "0",
+      "APERSONG": "0",
+      "AGEZONG": "0",
+      "AWAOREG": "0",
+      "ABRAND": "1",
+      "AZEILPL": "0",
+      "APLEZIER": "0",
+      "AFIETS": "0",
+      "AINBOED": "0",
+      "ABYSTAND": "0",
+      "CARAVAN": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n15",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=MGEMLEEF, measure_col=MZPART.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "MGEMLEEF",
+    "measure_col": "MZPART",
+    "top_k": 14,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dfa6296f3629d7ed6a56b496857c7da18701fbc6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f8-21db-7f40-8ff4-6eb5158a9790"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..64ba3b09ff899a08bb3a67cbe71d209c0eefabf7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f8-21db-7f40-8ff4-6eb5158a9790"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c680a75b481e96bf1078c930021f0aa22fd4d58b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f8-35e9-7700-9926-2d682f70efe4"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"MGEMLEEF\\\",\\n    CAST(\\\"MZPART\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"MGEMLEEF\\\"\\n      ORDER BY CAST(\\\"MZPART\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"MGEMLEEF\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"n15\\\"\\n  WHERE \\\"MGEMLEEF\\\" IS NOT NULL\\n    AND \\\"MZPART\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n  SELECT\\n    \\\"MGEMLEEF\\\",\\n    \\\"measure_value\\\"\\n  FROM \\\"ranked\\\"\\n  WHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n  \\\"MGEMLEEF\\\",\\n  \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 90th-percentile point per \\\"MGEMLEEF\\\" by ranking CAST(\\\"MZPART\\\" AS REAL) within each group and selecting the value at CEIL(0.9 * group_size).\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":23047,"cached_input_tokens":12032,"output_tokens":820,"reasoning_output_tokens":516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2459eab85956e383bcf74ce893e88c11b0be8878
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_response_attempt_2.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n  SELECT\n    \"MGEMLEEF\",\n    CAST(\"MZPART\" AS REAL) AS \"measure_value\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"MGEMLEEF\"\n      ORDER BY CAST(\"MZPART\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"MGEMLEEF\"\n    ) AS \"cnt\"\n  FROM \"n15\"\n  WHERE \"MGEMLEEF\" IS NOT NULL\n    AND \"MZPART\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n  SELECT\n    \"MGEMLEEF\",\n    \"measure_value\"\n  FROM \"ranked\"\n  WHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\n)\nSELECT\n  \"MGEMLEEF\",\n  \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 90th-percentile point per \"MGEMLEEF\" by ranking CAST(\"MZPART\" AS REAL) within each group and selecting the value at CEIL(0.9 * group_size)."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n15/artifacts/v2q_n15_fc8319ecef6e52de/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391