diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0067b8f960b0972c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0067b8f960b0972c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a78a13f686fcabb22ee0180cdce1a9290b01e727
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0067b8f960b0972c/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:11:49.796306+00:00",
+  "ended_at": "2026-05-19T16:11:59.743513+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0067b8f960b0972c",
+    "problem_id": "v2p_c10_5798877270ed6f98",
+    "dataset_id": "c10",
+    "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=s4, measure_col=s5.",
+    "bindings": {
+      "group_col": "s4",
+      "measure_col": "s5",
+      "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": 3.25,
+      "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_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",
+  "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_a/c10/artifacts/v2q_c10_0067b8f960b0972c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0067b8f960b0972c/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7eb9ac74e9c8d446401cb87e7ed1a32327f57e74
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0067b8f960b0972c/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:53.004217+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": 3192.2, "started_at": "2026-05-19T16:11:49.811016+00:00", "ended_at": "2026-05-19T16:11:53.003238+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4101-fdcf-71e1-bf62-079cfdc10afe\"}\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": "2026-05-19T16:11:59.743429+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": 5737.15, "started_at": "2026-05-19T16:11:54.005568+00:00", "ended_at": "2026-05-19T16:11:59.742743+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4102-0e28-7ee2-a02e-02bed5441ebd\"}\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_a/c10/artifacts/v2q_c10_0319093e40f8634e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4fbc3d137f6f6f6dc3355e0b4261c811c2f4d9ea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/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=s3.
+Result preview: [{"s3": "3", "row_count": 256901}, {"s3": "4", "row_count": 256531}, {"s3": "1", "row_count": 256331}, {"s3": "2", "row_count": 255247}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6ea7859af7bf78b2ff521e3ad9023d765bd1c03a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0319093e40f8634e
+-- problem_id: v2p_c10_efde5a2ac029b40e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s3", COUNT(*) AS "row_count"
+FROM "c10"
+GROUP BY "s3"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3ab2d13c01f6c93f4d8096f849c600074e53e644
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/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 \"s3\", COUNT(*) AS \"row_count\"\nFROM \"c10\"\nGROUP BY \"s3\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"s3\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s3\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"s3\", \"row_count\"], \"rows\": [{\"s3\": \"3\", \"row_count\": 256901}, {\"s3\": \"4\", \"row_count\": 256531}, {\"s3\": \"1\", \"row_count\": 256331}, {\"s3\": \"2\", \"row_count\": 255247}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 456.69}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..700d0e3835d658d9efc12a2eb58a445f137f032f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:32:37.275566+00:00",
+  "ended_at": "2026-05-19T15:32:46.071969+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0319093e40f8634e",
+    "problem_id": "v2p_c10_efde5a2ac029b40e",
+    "dataset_id": "c10",
+    "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=s3.",
+    "bindings": {
+      "group_col": "s3",
+      "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": 10.0,
+      "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 {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_a/c10/sql/v2q_c10_0319093e40f8634e.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_0319093e40f8634e",
+    "api_calls": 0,
+    "input_tokens": 14121,
+    "cached_input_tokens": 12032,
+    "output_tokens": 299,
+    "total_tokens": 14420,
+    "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": 8319.34,
+    "sql_execution_elapsed_ms_total": 456.69,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/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_a/c10/artifacts/v2q_c10_0319093e40f8634e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b70ff5d8ad92282511645179dcf39120e05175bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:45.612828+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": 8319.34, "started_at": "2026-05-19T15:32:37.292551+00:00", "ended_at": "2026-05-19T15:32:45.611917+00:00", "prompt_metrics": {"chars": 6292, "bytes_utf8": 6292, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 303, "bytes_utf8": 303, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14121, "cached_input_tokens": 12032, "output_tokens": 299, "reasoning_output_tokens": 212}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"s3\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s3\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the Grouped Count by Category template with group_col bound to \\\"s3\\\" to inspect the count distribution of rows across s3 subgroups.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ff222fb27e8026752ae7772f1f629e90952d043
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_0319093e40f8634e",
+  "api_calls": 0,
+  "input_tokens": 14121,
+  "cached_input_tokens": 12032,
+  "output_tokens": 299,
+  "total_tokens": 14420,
+  "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": 8319.34,
+  "sql_execution_elapsed_ms_total": 456.69,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/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_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9c864da59aef459df7422d576aa9e6be8a955f2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/final_answer.txt
@@ -0,0 +1 @@
+No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=c5, measure_col=c3.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0cad1e6df251d92ebc6f5748456642d257240bba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_05ba2cf205f2eb99
+-- problem_id: v2p_c10_5571431e127b4895
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c5", SUM(CAST("c3" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "c5"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."c5", 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_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..431d7efd97589a2286db88069033dc28d2048c1a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/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 \"c5\", SUM(CAST(\"c3\" AS REAL)) AS group_value\n    FROM \"c10\"\n    GROUP BY \"c5\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"c5\", 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 \\\"c5\\\", SUM(CAST(\\\"c3\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c5\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"c5\\\", 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\": [\"c5\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 548.41}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..361bf5c09a08a64edd416be1fb0911dfa20f282f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:49:24.096814+00:00",
+  "ended_at": "2026-05-19T15:49:39.076311+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_05ba2cf205f2eb99",
+    "problem_id": "v2p_c10_5571431e127b4895",
+    "dataset_id": "c10",
+    "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=c5, measure_col=c3.",
+    "bindings": {
+      "group_col": "c5",
+      "measure_col": "c3",
+      "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": 10.0,
+      "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=4",
+      "sql_variant_index=1/2",
+      "binding_index=75"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_05ba2cf205f2eb99.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_05ba2cf205f2eb99",
+    "api_calls": 0,
+    "input_tokens": 14285,
+    "cached_input_tokens": 13696,
+    "output_tokens": 450,
+    "total_tokens": 14735,
+    "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": 14414.76,
+    "sql_execution_elapsed_ms_total": 548.41,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/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_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7eb82749408fa7ce633c59049c7572f64b510a92
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:49:38.525729+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": 14414.76, "started_at": "2026-05-19T15:49:24.109747+00:00", "ended_at": "2026-05-19T15:49:38.524532+00:00", "prompt_metrics": {"chars": 6926, "bytes_utf8": 6926, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 595, "bytes_utf8": 595, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14285, "cached_input_tokens": 13696, "output_tokens": 450, "reasoning_output_tokens": 284}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"c5\\\", SUM(CAST(\\\"c3\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c5\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"c5\\\", 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 Relative-to-Total Extreme Threshold template with group_col=\\\"c5\\\" and measure_col=\\\"c3\\\". CAST is applied because the SQLite schema stores these fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e8da4f3ce06b7c6c824b386591ae91bf22b69a0a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_05ba2cf205f2eb99",
+  "api_calls": 0,
+  "input_tokens": 14285,
+  "cached_input_tokens": 13696,
+  "output_tokens": 450,
+  "total_tokens": 14735,
+  "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": 14414.76,
+  "sql_execution_elapsed_ms_total": 548.41,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/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_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bcf37343373c957a92b10f128470c670df64fbc0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/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=s4, measure_col=s4.
+Result preview: [{"s4": "4", "total_measure": 1023264}, {"s4": "3", "total_measure": 770742}, {"s4": "2", "total_measure": 513060}, {"s4": "1", "total_measure": 255750}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b2857dc6354943c617a9ab1a9a736991a722d211
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0691ccbf5c6b7649
+-- problem_id: v2p_c10_92807ef4f6d4432a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s4", SUM(CAST("s4" AS NUMERIC)) AS "total_measure"
+FROM "c10"
+GROUP BY "s4"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e2227145bb42db54d32bda47407b15049b611a5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/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 \"s4\", SUM(CAST(\"s4\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c10\"\nGROUP BY \"s4\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s4\\\", SUM(CAST(\\\"s4\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s4\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"s4\", \"total_measure\"], \"rows\": [{\"s4\": \"4\", \"total_measure\": 1023264}, {\"s4\": \"3\", \"total_measure\": 770742}, {\"s4\": \"2\", \"total_measure\": 513060}, {\"s4\": \"1\", \"total_measure\": 255750}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 447.2}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..641c6193ff1e7d3ae0529a5684d23019f820f242
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:31:01.414771+00:00",
+  "ended_at": "2026-05-19T15:31:18.204152+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0691ccbf5c6b7649",
+    "problem_id": "v2p_c10_92807ef4f6d4432a",
+    "dataset_id": "c10",
+    "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=s4, measure_col=s4.",
+    "bindings": {
+      "group_col": "s4",
+      "measure_col": "s4",
+      "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": 2.98,
+      "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=2/2",
+      "binding_index=6"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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_a/c10/sql/v2q_c10_0691ccbf5c6b7649.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_0691ccbf5c6b7649",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 621,
+    "total_tokens": 14768,
+    "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": 16326.57,
+    "sql_execution_elapsed_ms_total": 447.2,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/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_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bf994f760159f845b221db454d2f3b6cba9bd847
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:31:17.754878+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": 16326.57, "started_at": "2026-05-19T15:31:01.427445+00:00", "ended_at": "2026-05-19T15:31:17.754042+00:00", "prompt_metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 621, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s4\\\", SUM(CAST(\\\"s4\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s4\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"s4\\\" and measure_col=\\\"s4\\\". CAST is used because the schema stores \\\"s4\\\" as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d3e17b36c92c0322b2847ca0c61634a56babf5dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_0691ccbf5c6b7649",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 621,
+  "total_tokens": 14768,
+  "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": 16326.57,
+  "sql_execution_elapsed_ms_total": 447.2,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/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_a/c10/artifacts/v2q_c10_08a4f48c038856ff/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8731f505943decec2b98408c0af45114e996c670
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/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=c2, condition_col=class.
+Result preview: [{"c2": "12", "condition_ratio": 1.1998077616244143}, {"c2": "2", "condition_ratio": 1.1932580887885629}, {"c2": "5", "condition_ratio": 1.1925188848102417}, {"c2": "10", "condition_ratio": 1.1911729141475211}, {"c2": "7", "condition_ratio": 1.1896821104500932}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6490a2808d9ab3dcaa25f97b2e68e8da36cdbccd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_08a4f48c038856ff
+-- problem_id: v2p_c10_902527a455d38020
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c2",
+           SUM(CASE WHEN "class" = '0' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "class" = '1' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "c2"
+)
+SELECT "c2",
+       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_a/c10/artifacts/v2q_c10_08a4f48c038856ff/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6976da95c39db8897ae5f2535cd84410b199d44c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/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 \"c2\",\n           SUM(CASE WHEN \"class\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c10\"\n    GROUP BY \"c2\"\n)\nSELECT \"c2\",\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 \\\"c2\\\",\\n           SUM(CASE WHEN \\\"class\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c2\\\"\\n)\\nSELECT \\\"c2\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"c2\", \"condition_ratio\"], \"rows\": [{\"c2\": \"12\", \"condition_ratio\": 1.1998077616244143}, {\"c2\": \"2\", \"condition_ratio\": 1.1932580887885629}, {\"c2\": \"5\", \"condition_ratio\": 1.1925188848102417}, {\"c2\": \"10\", \"condition_ratio\": 1.1911729141475211}, {\"c2\": \"7\", \"condition_ratio\": 1.1896821104500932}, {\"c2\": \"6\", \"condition_ratio\": 1.1880123720008409}, {\"c2\": \"4\", \"condition_ratio\": 1.1873398643556896}, {\"c2\": \"13\", \"condition_ratio\": 1.1858335818669847}, {\"c2\": \"1\", \"condition_ratio\": 1.1841426858513189}, {\"c2\": \"3\", \"condition_ratio\": 1.1831908150451473}, {\"c2\": \"9\", \"condition_ratio\": 1.177928539122569}, {\"c2\": \"11\", \"condition_ratio\": 1.1742945221721603}, {\"c2\": \"8\", \"condition_ratio\": 1.1726492159084134}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 605.04}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e475476a813986556d8ff8f1768e1eb025c1cb51
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:41:38.791598+00:00",
+  "ended_at": "2026-05-19T15:41:55.153266+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_08a4f48c038856ff",
+    "problem_id": "v2p_c10_902527a455d38020",
+    "dataset_id": "c10",
+    "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=c2, condition_col=class.",
+    "bindings": {
+      "group_col": "c2",
+      "condition_col": "class",
+      "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": 3.25,
+      "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": "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=1",
+      "sql_variant_index=1/1",
+      "binding_index=36"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_08a4f48c038856ff.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_08a4f48c038856ff",
+    "api_calls": 0,
+    "input_tokens": 14355,
+    "cached_input_tokens": 12032,
+    "output_tokens": 701,
+    "total_tokens": 15056,
+    "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": 15739.89,
+    "sql_execution_elapsed_ms_total": 605.04,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/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_a/c10/artifacts/v2q_c10_08a4f48c038856ff/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..35b40795a0924c044ac313102b624a34b9b91f9e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:41:54.546235+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": 15739.89, "started_at": "2026-05-19T15:41:38.804759+00:00", "ended_at": "2026-05-19T15:41:54.544678+00:00", "prompt_metrics": {"chars": 7183, "bytes_utf8": 7183, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 646, "bytes_utf8": 646, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14355, "cached_input_tokens": 12032, "output_tokens": 701, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"c2\\\",\\n           SUM(CASE WHEN \\\"class\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c2\\\"\\n)\\nSELECT \\\"c2\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the grouped ratio template with group_col=\\\"c2\\\" and condition_col=\\\"class\\\", computing the ratio of class '0' to class '1' for each c2 value. NULLIF prevents division-by-zero.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c38c97247860c70d1c4f5e17ec14ada486dab4ea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_08a4f48c038856ff",
+  "api_calls": 0,
+  "input_tokens": 14355,
+  "cached_input_tokens": 12032,
+  "output_tokens": 701,
+  "total_tokens": 15056,
+  "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": 15739.89,
+  "sql_execution_elapsed_ms_total": 605.04,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/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_a/c10/artifacts/v2q_c10_0a27c78763ccabce/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..915c821b06f6751fa05a529b53a452c1ba7dc09a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "1", "support": 257063, "support_share": 0.25079072399293667, "cumulative_support": 257063}, {"value_label": "4", "support": 256483, "support_share": 0.2502248758548697, "cumulative_support": 513546}, {"value_label": "3", "support": 255986, "support_share": 0.24974000253656062, "cumulative_support": 769532}, {"value_label": "2", "support": 255478, "support_share": 0.24924439761563302, "cumulative_support": 1025010}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..578100eef8e6671190ab8432f98737f6e43888e4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0a27c78763ccabce
+-- problem_id: v2p_c10_bd340f304c661582
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s5" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s5"
+), 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_a/c10/artifacts/v2q_c10_0a27c78763ccabce/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6ce5c2121805b735e510e38848304ea53122dc4a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/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_a\n-- sql_source_dataset_id: c10\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_c10_0a27c78763ccabce\n-- problem_id: v2p_c10_bd340f304c661582\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"s5\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"s5\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_0a27c78763ccabce\\n-- problem_id: v2p_c10_bd340f304c661582\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"s5\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s5\\\"\\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\": 257063, \"support_share\": 0.25079072399293667, \"cumulative_support\": 257063}, {\"value_label\": \"4\", \"support\": 256483, \"support_share\": 0.2502248758548697, \"cumulative_support\": 513546}, {\"value_label\": \"3\", \"support\": 255986, \"support_share\": 0.24974000253656062, \"cumulative_support\": 769532}, {\"value_label\": \"2\", \"support\": 255478, \"support_share\": 0.24924439761563302, \"cumulative_support\": 1025010}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 429.59}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..85904ed64be09ecc520b8cdb71e3ac3c37f9ebba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:42.213404+00:00",
+  "ended_at": "2026-05-19T16:12:42.644849+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0a27c78763ccabce",
+    "problem_id": "v2p_c10_bd340f304c661582",
+    "dataset_id": "c10",
+    "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=s5.",
+    "bindings": {
+      "group_col": "s5"
+    },
+    "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=9",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "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_a/c10/sql/v2q_c10_0a27c78763ccabce.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_a/c10/artifacts/v2q_c10_0a27c78763ccabce/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/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_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4b64d90b27e8591c67bc78e2452b7d6b0e3b1dae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/final_answer.txt
@@ -0,0 +1 @@
+No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=c2, measure_col=s1.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6c00cbf38728a32d01adde3c744622f8641687ec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0a2d21dabad951e9
+-- problem_id: v2p_c10_2b6c922cd3ffa8b8
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c2", SUM(CAST("s1" AS NUMERIC)) AS group_value
+    FROM "c10"
+    GROUP BY "c2"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."c2", 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_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..698f21b6830d260d39b59b3b14c7292f9dfab2c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/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 \"c2\", SUM(CAST(\"s1\" AS NUMERIC)) AS group_value\n    FROM \"c10\"\n    GROUP BY \"c2\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"c2\", 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 \\\"c2\\\", SUM(CAST(\\\"s1\\\" AS NUMERIC)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c2\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"c2\\\", 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\": [\"c2\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 523.62}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f6c928f4ed0f5ec985825ab754206b2e722a80a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:51:38.842512+00:00",
+  "ended_at": "2026-05-19T15:51:49.882945+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0a2d21dabad951e9",
+    "problem_id": "v2p_c10_2b6c922cd3ffa8b8",
+    "dataset_id": "c10",
+    "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=c2, measure_col=s1.",
+    "bindings": {
+      "group_col": "c2",
+      "measure_col": "s1",
+      "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": 3.25,
+      "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=9",
+      "sql_variant_index=1/2",
+      "binding_index=80"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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_a/c10/sql/v2q_c10_0a2d21dabad951e9.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_0a2d21dabad951e9",
+    "api_calls": 0,
+    "input_tokens": 14283,
+    "cached_input_tokens": 13696,
+    "output_tokens": 495,
+    "total_tokens": 14778,
+    "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": 10496.82,
+    "sql_execution_elapsed_ms_total": 523.62,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/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_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8689da68c20362e681c7d8bfea2aa95e0b442a49
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:51:49.357123+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": 10496.82, "started_at": "2026-05-19T15:51:38.859424+00:00", "ended_at": "2026-05-19T15:51:49.356284+00:00", "prompt_metrics": {"chars": 6925, "bytes_utf8": 6925, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 13696, "output_tokens": 495, "reasoning_output_tokens": 334}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"c2\\\", SUM(CAST(\\\"s1\\\" AS NUMERIC)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c2\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"c2\\\", 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 provided template with group_col=\\\"c2\\\" and measure_col=\\\"s1\\\". CAST was added because the SQLite schema stores these fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..11964fcf5247f622ef8510858e2acedb60f76834
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_0a2d21dabad951e9",
+  "api_calls": 0,
+  "input_tokens": 14283,
+  "cached_input_tokens": 13696,
+  "output_tokens": 495,
+  "total_tokens": 14778,
+  "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": 10496.82,
+  "sql_execution_elapsed_ms_total": 523.62,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/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_a/c10/artifacts/v2q_c10_0b368d0941218364/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..708dc35012a9446dc053fb24ba9ba04a478b1b19
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "1", "support": 79234, "support_share": 0.07730070926137306, "support_rank": 1}, {"value_label": "11", "support": 79158, "support_share": 0.07722656364328152, "support_rank": 2}, {"value_label": "6", "support": 79142, "support_share": 0.07721095403947278, "support_rank": 3}, {"value_label": "4", "support": 79017, "support_share": 0.07708900400971698, "support_rank": 4}, {"value_label": "12", "support": 78858, "support_share": 0.07693388357186759, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..14d4506c7b74e6f7c7f39eb6ba41a52505956876
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0b368d0941218364
+-- problem_id: v2p_c10_eeec632c49f7811b
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c1" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c1"
+)
+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_a/c10/artifacts/v2q_c10_0b368d0941218364/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..690b3295f307846963e1607621b4c627a762c66b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/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_a\n-- sql_source_dataset_id: c10\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_c10_0b368d0941218364\n-- problem_id: v2p_c10_eeec632c49f7811b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"c1\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"c1\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_0b368d0941218364\\n-- problem_id: v2p_c10_eeec632c49f7811b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"c1\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c1\\\"\\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\": 79234, \"support_share\": 0.07730070926137306, \"support_rank\": 1}, {\"value_label\": \"11\", \"support\": 79158, \"support_share\": 0.07722656364328152, \"support_rank\": 2}, {\"value_label\": \"6\", \"support\": 79142, \"support_share\": 0.07721095403947278, \"support_rank\": 3}, {\"value_label\": \"4\", \"support\": 79017, \"support_share\": 0.07708900400971698, \"support_rank\": 4}, {\"value_label\": \"12\", \"support\": 78858, \"support_share\": 0.07693388357186759, \"support_rank\": 5}, {\"value_label\": \"13\", \"support\": 78833, \"support_share\": 0.07690949356591643, \"support_rank\": 6}, {\"value_label\": \"2\", \"support\": 78818, \"support_share\": 0.07689485956234574, \"support_rank\": 7}, {\"value_label\": \"8\", \"support\": 78786, \"support_share\": 0.07686364035472824, \"support_rank\": 8}, {\"value_label\": \"5\", \"support\": 78769, \"support_share\": 0.07684705515068145, \"support_rank\": 9}, {\"value_label\": \"10\", \"support\": 78761, \"support_share\": 0.07683925034877709, \"support_rank\": 10}, {\"value_label\": \"3\", \"support\": 78690, \"support_share\": 0.07676998273187578, \"support_rank\": 11}, {\"value_label\": \"7\", \"support\": 78542, \"support_share\": 0.07662559389664492, \"support_rank\": 12}, {\"value_label\": \"9\", \"support\": 78402, \"support_share\": 0.07648900986331841, \"support_rank\": 13}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 509.75}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6560bd9fe423b5b4ef4617f4001ff5e2dcf3b68e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:44.050808+00:00",
+  "ended_at": "2026-05-19T16:12:44.561874+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0b368d0941218364",
+    "problem_id": "v2p_c10_eeec632c49f7811b",
+    "dataset_id": "c10",
+    "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=c1.",
+    "bindings": {
+      "group_col": "c1"
+    },
+    "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_a/c10/sql/v2q_c10_0b368d0941218364.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_a/c10/artifacts/v2q_c10_0b368d0941218364/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/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_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d67f5d48618a43beb247e88e555ece77c8b1a09
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/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=s1, measure_col=s1.
+Result preview: [{"s1": "4", "total_measure": 1024308}, {"s1": "3", "total_measure": 771450}, {"s1": "2", "total_measure": 511392}, {"s1": "1", "total_measure": 256087}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7327e694c5c0a503db4b4f22d9b8562b7efc6342
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0c8c55d78fa3d2db
+-- problem_id: v2p_c10_02d15dab3de77794
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s1", SUM(CAST("s1" AS NUMERIC)) AS total_measure
+FROM "c10"
+GROUP BY "s1"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5906bc5f87a82395c55852b11060d04726b295f5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/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 \"s1\", SUM(CAST(\"s1\" AS NUMERIC)) AS total_measure\nFROM \"c10\"\nGROUP BY \"s1\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s1\\\", SUM(CAST(\\\"s1\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"s1\", \"total_measure\"], \"rows\": [{\"s1\": \"4\", \"total_measure\": 1024308}, {\"s1\": \"3\", \"total_measure\": 771450}, {\"s1\": \"2\", \"total_measure\": 511392}, {\"s1\": \"1\", \"total_measure\": 256087}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 435.08}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..408bf14172ec8088da2c86e5b08b7fb9c0be7de2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:28:17.962679+00:00",
+  "ended_at": "2026-05-19T15:28:27.144043+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0c8c55d78fa3d2db",
+    "problem_id": "v2p_c10_02d15dab3de77794",
+    "dataset_id": "c10",
+    "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=s1, measure_col=s1.",
+    "bindings": {
+      "group_col": "s1",
+      "measure_col": "s1",
+      "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": 3.25,
+      "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 {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=1/2",
+      "binding_index=0"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0c8c55d78fa3d2db.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_0c8c55d78fa3d2db",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 0,
+    "output_tokens": 259,
+    "total_tokens": 14406,
+    "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": 8727.18,
+    "sql_execution_elapsed_ms_total": 435.08,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/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_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..09f65e06920cbd5c0e5874a1a7e9d67c900775c9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:28:26.706920+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": 8727.18, "started_at": "2026-05-19T15:28:17.978939+00:00", "ended_at": "2026-05-19T15:28:26.706153+00:00", "prompt_metrics": {"chars": 6371, "bytes_utf8": 6371, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 0, "output_tokens": 259, "reasoning_output_tokens": 151}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s1\\\", SUM(CAST(\\\"s1\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"s1\\\" and measure_col=\\\"s1\\\". CAST is applied because the schema stores \\\"s1\\\" as TEXT, but the measure is numeric-discrete.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8652538f59298a463bb41af277b0af009a46e92a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_0c8c55d78fa3d2db",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 0,
+  "output_tokens": 259,
+  "total_tokens": 14406,
+  "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": 8727.18,
+  "sql_execution_elapsed_ms_total": 435.08,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/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_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7e2c54da0e3fc42176826e7e1fcdc5c2d808f43f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/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=c2, measure_col=c2.
+Result preview: [{"c2": "13", "total_measure": 1029678}, {"c2": "12", "total_measure": 950844}, {"c2": "11", "total_measure": 872344}, {"c2": "10", "total_measure": 785960}, {"c2": "9", "total_measure": 705303}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3254f41297065a7309aa2350123fb6f9711cca58
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0dacd26d3989c0d0
+-- problem_id: v2p_c10_754dca746a6b7784
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c2", SUM(CAST("c2" AS INTEGER)) AS "total_measure"
+FROM "c10"
+GROUP BY "c2"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d3157123dd651d32cc60b3bea6abc08869c91bc7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/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 \"c2\", SUM(CAST(\"c2\" AS INTEGER)) AS \"total_measure\"\nFROM \"c10\"\nGROUP BY \"c2\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c2\\\", SUM(CAST(\\\"c2\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c2\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"c2\", \"total_measure\"], \"rows\": [{\"c2\": \"13\", \"total_measure\": 1029678}, {\"c2\": \"12\", \"total_measure\": 950844}, {\"c2\": \"11\", \"total_measure\": 872344}, {\"c2\": \"10\", \"total_measure\": 785960}, {\"c2\": \"9\", \"total_measure\": 705303}, {\"c2\": \"8\", \"total_measure\": 631312}, {\"c2\": \"7\", \"total_measure\": 553266}, {\"c2\": \"6\", \"total_measure\": 473808}, {\"c2\": \"5\", \"total_measure\": 391535}, {\"c2\": \"4\", \"total_measure\": 314088}, {\"c2\": \"3\", \"total_measure\": 237060}, {\"c2\": \"2\", \"total_measure\": 157586}, {\"c2\": \"1\", \"total_measure\": 78738}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 568.4}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b06967d0bd69df22b6a8e68e2892804945997cfb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:29:24.874587+00:00",
+  "ended_at": "2026-05-19T15:29:34.669239+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0dacd26d3989c0d0",
+    "problem_id": "v2p_c10_754dca746a6b7784",
+    "dataset_id": "c10",
+    "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=c2, measure_col=c2.",
+    "bindings": {
+      "group_col": "c2",
+      "measure_col": "c2",
+      "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": 12.0,
+      "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=4",
+      "sql_variant_index=1/2",
+      "binding_index=3"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0dacd26d3989c0d0.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_0dacd26d3989c0d0",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 358,
+    "total_tokens": 14505,
+    "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": 9206.92,
+    "sql_execution_elapsed_ms_total": 568.4,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/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_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4dcdd390379207a065f52af9e0523a5f52aa67dc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:29:34.098315+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": 9206.92, "started_at": "2026-05-19T15:29:24.889652+00:00", "ended_at": "2026-05-19T15:29:34.096602+00:00", "prompt_metrics": {"chars": 6370, "bytes_utf8": 6370, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 358, "reasoning_output_tokens": 249}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c2\\\", SUM(CAST(\\\"c2\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c2\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"c2\\\" and measure_col=\\\"c2\\\". CAST is used because the schema stores \\\"c2\\\" as TEXT while the field is semantically numeric.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8508599bc4a7726046a2bb02adf755ae9a6feaf7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_0dacd26d3989c0d0",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 358,
+  "total_tokens": 14505,
+  "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": 9206.92,
+  "sql_execution_elapsed_ms_total": 568.4,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/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_a/c10/artifacts/v2q_c10_100edac51cd38553/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_100edac51cd38553/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5bda471ef11e22dd12cba3ac631a2f0b3a84cb89
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_100edac51cd38553/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "7", "support": 79444, "support_share": 0.07750558531136281, "cumulative_support": 79444}, {"value_label": "10", "support": 79073, "support_share": 0.07714363762304759, "cumulative_support": 158517}, {"value_label": "1", "support": 79069, "support_share": 0.0771397352220954, "cumulative_support": 237586}, {"value_label": "2", "support": 78969, "support_share": 0.07704217519829075, "cumulative_support": 316555}, {"value_label": "8", "support": 78905, "support_share": 0.07697973678305578, "cumulative_support": 395460}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_100edac51cd38553/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_100edac51cd38553/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0c4a43923f75c39e5efc147893461ab78d3ed552
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_100edac51cd38553/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_100edac51cd38553
+-- problem_id: v2p_c10_4b169e9852122a56
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c3" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c3"
+), 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_a/c10/artifacts/v2q_c10_100edac51cd38553/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_100edac51cd38553/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b83e4f6c91dbf342f0023362744b256387b7da1a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_100edac51cd38553/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_a\n-- sql_source_dataset_id: c10\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_c10_100edac51cd38553\n-- problem_id: v2p_c10_4b169e9852122a56\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"c3\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"c3\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_100edac51cd38553\\n-- problem_id: v2p_c10_4b169e9852122a56\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"c3\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c3\\\"\\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\": \"7\", \"support\": 79444, \"support_share\": 0.07750558531136281, \"cumulative_support\": 79444}, {\"value_label\": \"10\", \"support\": 79073, \"support_share\": 0.07714363762304759, \"cumulative_support\": 158517}, {\"value_label\": \"1\", \"support\": 79069, \"support_share\": 0.0771397352220954, \"cumulative_support\": 237586}, {\"value_label\": \"2\", \"support\": 78969, \"support_share\": 0.07704217519829075, \"cumulative_support\": 316555}, {\"value_label\": \"8\", \"support\": 78905, \"support_share\": 0.07697973678305578, \"cumulative_support\": 395460}, {\"value_label\": \"5\", \"support\": 78871, \"support_share\": 0.0769465663749622, \"cumulative_support\": 474331}, {\"value_label\": \"11\", \"support\": 78865, \"support_share\": 0.07694071277353391, \"cumulative_support\": 553196}, {\"value_label\": \"12\", \"support\": 78855, \"support_share\": 0.07693095677115346, \"cumulative_support\": 632051}, {\"value_label\": \"13\", \"support\": 78765, \"support_share\": 0.07684315274972928, \"cumulative_support\": 710816}, {\"value_label\": \"4\", \"support\": 78748, \"support_share\": 0.07682656754568248, \"cumulative_support\": 789564}, {\"value_label\": \"6\", \"support\": 78587, \"support_share\": 0.076669495907357, \"cumulative_support\": 868151}, {\"value_label\": \"3\", \"support\": 78518, \"support_share\": 0.0766021794909318, \"cumulative_support\": 946669}, {\"value_label\": \"9\", \"support\": 78341, \"support_share\": 0.07642949824879758, \"cumulative_support\": 1025010}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 501.7}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_100edac51cd38553/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_100edac51cd38553/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ab0b9f5ef2ddcad6574b0f97fca4a0ac1492295
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_100edac51cd38553/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:40.768049+00:00",
+  "ended_at": "2026-05-19T16:12:41.271474+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_100edac51cd38553",
+    "problem_id": "v2p_c10_4b169e9852122a56",
+    "dataset_id": "c10",
+    "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=c3.",
+    "bindings": {
+      "group_col": "c3"
+    },
+    "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=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_a/c10/sql/v2q_c10_100edac51cd38553.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_a/c10/artifacts/v2q_c10_100edac51cd38553/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_100edac51cd38553/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_100edac51cd38553/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_a/c10/artifacts/v2q_c10_150e25373331ab7e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6323c9345b395b2964469fc4cbd9d19260dd8de4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/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=c2, measure_col=c3.
+Result preview: [{"c2": "12", "s3": "3", "total_measure": 139233.0, "share_within_group": 25.472557628979143}, {"c2": "4", "s3": "4", "total_measure": 140802.0, "share_within_group": 25.461252610735887}, {"c2": "6", "s3": "3", "total_measure": 140706.0, "share_within_group": 25.28550557173895}, {"c2": "3", "s3": "4", "total_measure": 141072.0, "share_within_group": 25.249909164618767}, {"c2": "2", "s3": "4", "total_measure": 141322.0, "share_within_group": 25.21427908736021}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bf88d8d496f398d3b1f6c6a4e13ce328d81ae1fb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_150e25373331ab7e
+-- problem_id: v2p_c10_4601737b54944315
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c2", "s3",
+       SUM(CAST("c3" AS REAL)) AS "total_measure",
+       SUM(CAST("c3" AS REAL)) * 100.0 / SUM(SUM(CAST("c3" AS REAL))) OVER (PARTITION BY "c2") AS "share_within_group"
+FROM "c10"
+GROUP BY "c2", "s3"
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c4984fe9eafd9cea3fe74cc7ffca8848d27f6fd7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/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 \"c2\", \"s3\",\n       SUM(CAST(\"c3\" AS REAL)) AS \"total_measure\",\n       SUM(CAST(\"c3\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"c3\" AS REAL))) OVER (PARTITION BY \"c2\") AS \"share_within_group\"\nFROM \"c10\"\nGROUP BY \"c2\", \"s3\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"c2\\\", \\\"s3\\\",\\n       SUM(CAST(\\\"c3\\\" AS REAL)) AS \\\"total_measure\\\",\\n       SUM(CAST(\\\"c3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c3\\\" AS REAL))) OVER (PARTITION BY \\\"c2\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c2\\\", \\\"s3\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"c2\", \"s3\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"c2\": \"12\", \"s3\": \"3\", \"total_measure\": 139233.0, \"share_within_group\": 25.472557628979143}, {\"c2\": \"4\", \"s3\": \"4\", \"total_measure\": 140802.0, \"share_within_group\": 25.461252610735887}, {\"c2\": \"6\", \"s3\": \"3\", \"total_measure\": 140706.0, \"share_within_group\": 25.28550557173895}, {\"c2\": \"3\", \"s3\": \"4\", \"total_measure\": 141072.0, \"share_within_group\": 25.249909164618767}, {\"c2\": \"2\", \"s3\": \"4\", \"total_measure\": 141322.0, \"share_within_group\": 25.21427908736021}, {\"c2\": \"1\", \"s3\": \"4\", \"total_measure\": 141525.0, \"share_within_group\": 25.179158541966153}, {\"c2\": \"7\", \"s3\": \"3\", \"total_measure\": 138737.0, \"share_within_group\": 25.178123559494903}, {\"c2\": \"13\", \"s3\": \"3\", \"total_measure\": 136775.0, \"share_within_group\": 25.177220758804893}, {\"c2\": \"5\", \"s3\": \"3\", \"total_measure\": 138739.0, \"share_within_group\": 25.17474015793752}, {\"c2\": \"12\", \"s3\": \"4\", \"total_measure\": 137523.0, \"share_within_group\": 25.159714599341385}, {\"c2\": \"2\", \"s3\": \"2\", \"total_measure\": 140973.0, \"share_within_group\": 25.15201147579592}, {\"c2\": \"9\", \"s3\": \"2\", \"total_measure\": 136910.0, \"share_within_group\": 25.144076605779226}, {\"c2\": \"11\", \"s3\": \"3\", \"total_measure\": 138407.0, \"share_within_group\": 25.122064551728144}, {\"c2\": \"8\", \"s3\": \"1\", \"total_measure\": 138361.0, \"share_within_group\": 25.110160140540383}, {\"c2\": \"5\", \"s3\": \"1\", \"total_measure\": 138308.0, \"share_within_group\": 25.09653350365811}, {\"c2\": \"8\", \"s3\": \"3\", \"total_measure\": 138249.0, \"share_within_group\": 25.08983405200575}, {\"c2\": \"10\", \"s3\": \"2\", \"total_measure\": 136757.0, \"share_within_group\": 25.086905397398432}, {\"c2\": \"1\", \"s3\": \"3\", \"total_measure\": 140988.0, \"share_within_group\": 25.083619180460865}, {\"c2\": \"3\", \"s3\": \"3\", \"total_measure\": 140131.0, \"share_within_group\": 25.081483364148752}, {\"c2\": \"9\", \"s3\": \"1\", \"total_measure\": 136520.0, \"share_within_group\": 25.072451524512307}, {\"c2\": \"3\", \"s3\": \"1\", \"total_measure\": 140075.0, \"share_within_group\": 25.07146014966807}, {\"c2\": \"10\", \"s3\": \"1\", \"total_measure\": 136616.0, \"share_within_group\": 25.061040149834994}, {\"c2\": \"13\", \"s3\": \"1\", \"total_measure\": 136057.0, \"share_within_group\": 25.045053005159698}, {\"c2\": \"11\", \"s3\": \"2\", \"total_measure\": 137836.0, \"share_within_group\": 25.01842312565116}, {\"c2\": \"9\", \"s3\": \"3\", \"total_measure\": 136188.0, \"share_within_group\": 25.01147837840816}, {\"c2\": \"6\", \"s3\": \"1\", \"total_measure\": 139128.0, \"share_within_group\": 25.00193182369548}, {\"c2\": \"8\", \"s3\": \"4\", \"total_measure\": 137761.0, \"share_within_group\": 25.001270380533416}, {\"c2\": \"1\", \"s3\": \"2\", \"total_measure\": 140506.0, \"share_within_group\": 24.997865042201}, {\"c2\": \"7\", \"s3\": \"1\", \"total_measure\": 137553.0, \"share_within_group\": 24.96325010616636}, {\"c2\": \"4\", \"s3\": \"1\", \"total_measure\": 138033.0, \"share_within_group\": 24.96053381072504}, {\"c2\": \"4\", \"s3\": \"3\", \"total_measure\": 138032.0, \"share_within_group\": 24.96035298053363}, {\"c2\": \"11\", \"s3\": \"4\", \"total_measure\": 137515.0, \"share_within_group\": 24.960158856350443}, {\"c2\": \"7\", \"s3\": \"2\", \"total_measure\": 137400.0, \"share_within_group\": 24.935483519714275}, {\"c2\": \"5\", \"s3\": \"2\", \"total_measure\": 137377.0, \"share_within_group\": 24.927599872256415}, {\"c2\": \"10\", \"s3\": \"4\", \"total_measure\": 135883.0, \"share_within_group\": 24.92657755079953}, {\"c2\": \"10\", \"s3\": \"3\", \"total_measure\": 135877.0, \"share_within_group\": 24.92547690196704}, {\"c2\": \"7\", \"s3\": \"4\", \"total_measure\": 137332.0, \"share_within_group\": 24.923142814624462}, {\"c2\": \"13\", \"s3\": \"4\", \"total_measure\": 135385.0, \"share_within_group\": 24.921352823475054}, {\"c2\": \"6\", \"s3\": \"2\", \"total_measure\": 138598.0, \"share_within_group\": 24.906688422895076}, {\"c2\": \"11\", \"s3\": \"1\", \"total_measure\": 137180.0, \"share_within_group\": 24.899353466270252}, {\"c2\": \"13\", \"s3\": \"2\", \"total_measure\": 135032.0, \"share_within_group\": 24.856373412560355}, {\"c2\": \"2\", \"s3\": \"1\", \"total_measure\": 139307.0, \"share_within_group\": 24.854768378758358}, {\"c2\": \"6\", \"s3\": \"4\", \"total_measure\": 138037.0, \"share_within_group\": 24.805874181670497}, {\"c2\": \"5\", \"s3\": \"4\", \"total_measure\": 136680.0, \"share_within_group\": 24.80112646614795}, {\"c2\": \"8\", \"s3\": \"2\", \"total_measure\": 136645.0, \"share_within_group\": 24.79873542692045}, {\"c2\": \"2\", \"s3\": \"3\", \"total_measure\": 138882.0, \"share_within_group\": 24.77894105808551}, {\"c2\": \"9\", \"s3\": \"4\", \"total_measure\": 134884.0, \"share_within_group\": 24.771993491300307}, {\"c2\": \"1\", \"s3\": \"1\", \"total_measure\": 139053.0, \"share_within_group\": 24.73935723537198}, {\"c2\": \"12\", \"s3\": \"2\", \"total_measure\": 135150.0, \"share_within_group\": 24.725576289791437}, {\"c2\": \"12\", \"s3\": \"1\", \"total_measure\": 134694.0, \"share_within_group\": 24.642151481888035}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 941.36}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec6d9985194f3ae2a1f87e849e1ee512dde02f29
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:34:24.758738+00:00",
+  "ended_at": "2026-05-19T15:34:40.154908+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_150e25373331ab7e",
+    "problem_id": "v2p_c10_4601737b54944315",
+    "dataset_id": "c10",
+    "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=c2, measure_col=c3.",
+    "bindings": {
+      "group_col": "c2",
+      "measure_col": "c3",
+      "item_col": "s3",
+      "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": 10.0,
+      "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=2",
+      "sql_variant_index=1/2",
+      "binding_index=25"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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_a/c10/sql/v2q_c10_150e25373331ab7e.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_150e25373331ab7e",
+    "api_calls": 0,
+    "input_tokens": 14265,
+    "cached_input_tokens": 12032,
+    "output_tokens": 665,
+    "total_tokens": 14930,
+    "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": 14434.69,
+    "sql_execution_elapsed_ms_total": 941.36,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/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_a/c10/artifacts/v2q_c10_150e25373331ab7e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7e9e1b7778b3f5ace76ab5e01fb5decdf82069b2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:34:39.209717+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": 14434.69, "started_at": "2026-05-19T15:34:24.773942+00:00", "ended_at": "2026-05-19T15:34:39.208658+00:00", "prompt_metrics": {"chars": 6770, "bytes_utf8": 6770, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14265, "cached_input_tokens": 12032, "output_tokens": 665, "reasoning_output_tokens": 502}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"c2\\\", \\\"s3\\\",\\n       SUM(CAST(\\\"c3\\\" AS REAL)) AS \\\"total_measure\\\",\\n       SUM(CAST(\\\"c3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c3\\\" AS REAL))) OVER (PARTITION BY \\\"c2\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c2\\\", \\\"s3\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the provided template with group_col=\\\"c2\\\", item_col=\\\"s3\\\", and measure_col=\\\"c3\\\". CAST is used because the schema stores these fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e451a84061919830c8288aaeb6bf0797d96b7a58
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_150e25373331ab7e",
+  "api_calls": 0,
+  "input_tokens": 14265,
+  "cached_input_tokens": 12032,
+  "output_tokens": 665,
+  "total_tokens": 14930,
+  "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": 14434.69,
+  "sql_execution_elapsed_ms_total": 941.36,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_150e25373331ab7e/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_a/c10/artifacts/v2q_c10_1713a14cf96c213d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1713a14cf96c213d/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c25bf255c553900cb9447dac74e8954e74c10d42
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1713a14cf96c213d/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "3", "support": 256901, "support_share": 0.2506326767543731, "cumulative_support": 256901}, {"value_label": "4", "support": 256531, "support_share": 0.25027170466629595, "cumulative_support": 513432}, {"value_label": "1", "support": 256331, "support_share": 0.25007658461868665, "cumulative_support": 769763}, {"value_label": "2", "support": 255247, "support_share": 0.2490190339606443, "cumulative_support": 1025010}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1713a14cf96c213d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1713a14cf96c213d/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7cfadcce22c5ada40e4d7d9a93ca15d0584a909c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1713a14cf96c213d/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_1713a14cf96c213d
+-- problem_id: v2p_c10_ef3762f2d1c50310
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s3" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s3"
+), 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_a/c10/artifacts/v2q_c10_1713a14cf96c213d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1713a14cf96c213d/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..745322af80578147b2b0bf469577383a0274af32
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1713a14cf96c213d/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_a\n-- sql_source_dataset_id: c10\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_c10_1713a14cf96c213d\n-- problem_id: v2p_c10_ef3762f2d1c50310\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"s3\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"s3\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_1713a14cf96c213d\\n-- problem_id: v2p_c10_ef3762f2d1c50310\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"s3\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s3\\\"\\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\": \"3\", \"support\": 256901, \"support_share\": 0.2506326767543731, \"cumulative_support\": 256901}, {\"value_label\": \"4\", \"support\": 256531, \"support_share\": 0.25027170466629595, \"cumulative_support\": 513432}, {\"value_label\": \"1\", \"support\": 256331, \"support_share\": 0.25007658461868665, \"cumulative_support\": 769763}, {\"value_label\": \"2\", \"support\": 255247, \"support_share\": 0.2490190339606443, \"cumulative_support\": 1025010}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 409.92}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1713a14cf96c213d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1713a14cf96c213d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f594e4594717cdf565fbd4151d591e35cf8bfa4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1713a14cf96c213d/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:40.355796+00:00",
+  "ended_at": "2026-05-19T16:12:40.767433+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_1713a14cf96c213d",
+    "problem_id": "v2p_c10_ef3762f2d1c50310",
+    "dataset_id": "c10",
+    "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=s3.",
+    "bindings": {
+      "group_col": "s3"
+    },
+    "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=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_a/c10/sql/v2q_c10_1713a14cf96c213d.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_a/c10/artifacts/v2q_c10_1713a14cf96c213d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1713a14cf96c213d/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1713a14cf96c213d/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_a/c10/artifacts/v2q_c10_18fa41b10ff8df11/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_18fa41b10ff8df11/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea90fd461ced3116fe0284df3cc8e80df9eaa966
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_18fa41b10ff8df11/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:07:58.664595+00:00",
+  "ended_at": "2026-05-19T16:08:06.520322+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_18fa41b10ff8df11",
+    "problem_id": "v2p_c10_ba60751d744999a0",
+    "dataset_id": "c10",
+    "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=class.",
+    "bindings": {
+      "group_col": "class",
+      "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": 3.25,
+      "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=1",
+      "sql_variant_index=1/2",
+      "binding_index=120"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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_a/c10/artifacts/v2q_c10_18fa41b10ff8df11/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_18fa41b10ff8df11/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..29b7c751fb9d8b3646e68d322fa6b5883716768b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_18fa41b10ff8df11/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:08:02.445410+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": 3765.15, "started_at": "2026-05-19T16:07:58.679417+00:00", "ended_at": "2026-05-19T16:08:02.444598+00:00", "prompt_metrics": {"chars": 6378, "bytes_utf8": 6378, "lines": 226, "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-76e2-7781-a458-bce468011b78\"}\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": "2026-05-19T16:08:06.520229+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": 3073.15, "started_at": "2026-05-19T16:08:03.446278+00:00", "ended_at": "2026-05-19T16:08:06.519464+00:00", "prompt_metrics": {"chars": 6378, "bytes_utf8": 6378, "lines": 226, "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-8967-7623-8469-63586ec95ffb\"}\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_a/c10/artifacts/v2q_c10_19257aa950372507/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_19257aa950372507/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d98bfd97798dd5ffd0c7c11d9cc9b70964661c37
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_19257aa950372507/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:10:25.984057+00:00",
+  "ended_at": "2026-05-19T16:10:32.992486+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_19257aa950372507",
+    "problem_id": "v2p_c10_11d9b5ed54b2f872",
+    "dataset_id": "c10",
+    "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=s1, measure_col=s2.",
+    "bindings": {
+      "group_col": "s1",
+      "measure_col": "s2",
+      "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": 2.98,
+      "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_a/c10/artifacts/v2q_c10_19257aa950372507/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_19257aa950372507/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ad877d109754286ece5243ce899fe492b458f6d7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_19257aa950372507/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:28.880341+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": 2880.64, "started_at": "2026-05-19T16:10:25.998965+00:00", "ended_at": "2026-05-19T16:10:28.879634+00:00", "prompt_metrics": {"chars": 6456, "bytes_utf8": 6456, "lines": 228, "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\":\"019e4100-b659-76c1-9d2d-376e32210829\"}\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": "2026-05-19T16:10:32.992388+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": 3109.74, "started_at": "2026-05-19T16:10:29.881763+00:00", "ended_at": "2026-05-19T16:10:32.991554+00:00", "prompt_metrics": {"chars": 6456, "bytes_utf8": 6456, "lines": 228, "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\":\"019e4100-c5a4-7ba1-bee1-6b67d0163d3a\"}\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_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c464986450f734795162108a0874480fee4edcc2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:05:34.372808+00:00",
+  "ended_at": "2026-05-19T16:05:41.942012+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_1b3dc36df9714df2",
+    "problem_id": "v2p_c10_6d77b8a7d86b631e",
+    "dataset_id": "c10",
+    "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=s2, condition_col=s5.",
+    "bindings": {
+      "group_col": "s2",
+      "condition_col": "s5",
+      "condition_value": "4",
+      "positive_value": "1",
+      "negative_value": "4",
+      "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": 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": "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=6",
+      "sql_variant_index=2/2",
+      "binding_index=101"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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",
+  "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_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7301b165a3b4fa000e863d468f71e429d323e085
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1b3dc36df9714df2/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:05:37.581428+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": 3192.86, "started_at": "2026-05-19T16:05:34.387799+00:00", "ended_at": "2026-05-19T16:05:37.580682+00:00", "prompt_metrics": {"chars": 6613, "bytes_utf8": 6613, "lines": 231, "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-4332-7323-8e15-6bd80c63e22d\"}\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": "2026-05-19T16:05:41.941912+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": 3358.15, "started_at": "2026-05-19T16:05:38.582969+00:00", "ended_at": "2026-05-19T16:05:41.941198+00:00", "prompt_metrics": {"chars": 6613, "bytes_utf8": 6613, "lines": 231, "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-53a9-7ca3-9107-3e291e8d4a08\"}\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_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c2baf0cb97f6bb84606266e7d85d392ae5713b1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/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=c2, measure_col=c1.
+Result preview: [{"c2": "1", "percentile_measure": 12.0}, {"c2": "10", "percentile_measure": 12.0}, {"c2": "11", "percentile_measure": 12.0}, {"c2": "12", "percentile_measure": 12.0}, {"c2": "13", "percentile_measure": 12.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..271ac81b2079edf1b896a290a63212da73b177d5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/generated_sql.sql
@@ -0,0 +1,83 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_1c2a40e4ac188d96
+-- problem_id: v2p_c10_f58bb4fc80d854c4
+-- realization_mode: agent
+-- source_kind: agent
+WITH "eligible_groups" AS (
+  SELECT
+    "c2"
+  FROM "c10"
+  WHERE "c2" IS NOT NULL
+    AND "c1" IS NOT NULL
+  GROUP BY "c2"
+  HAVING COUNT(*) >= 5
+),
+"ordered" AS (
+  SELECT
+    t."c2",
+    CAST(t."c1" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY t."c2"
+      ORDER BY CAST(t."c1" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY t."c2"
+    ) AS "cnt"
+  FROM "c10" AS t
+  INNER JOIN "eligible_groups" AS g
+    ON t."c2" = g."c2"
+  WHERE t."c2" IS NOT NULL
+    AND t."c1" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "c2",
+    "cnt",
+    (1.0 + ("cnt" - 1) * 0.9) AS "pos",
+    CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lower_rn"
+  FROM "ordered"
+),
+"bounds" AS (
+  SELECT
+    "c2",
+    "pos",
+    "lower_rn",
+    CASE
+      WHEN "pos" > "lower_rn" THEN "lower_rn" + 1
+      ELSE "lower_rn"
+    END AS "upper_rn"
+  FROM "positions"
+),
+"picked" AS (
+  SELECT
+    b."c2",
+    b."pos",
+    b."lower_rn",
+    b."upper_rn",
+    MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."measure" END) AS "lower_val",
+    MAX(CASE WHEN o."rn" = b."upper_rn" THEN o."measure" END) AS "upper_val"
+  FROM "bounds" AS b
+  INNER JOIN "ordered" AS o
+    ON o."c2" = b."c2"
+  GROUP BY
+    b."c2",
+    b."pos",
+    b."lower_rn",
+    b."upper_rn"
+)
+SELECT
+  "c2",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + (("pos" - "lower_rn") * ("upper_val" - "lower_val"))
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e0516898b833f0109b8cf0f622e8d1452c2334e1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/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 \"eligible_groups\" AS (\n  SELECT\n    \"c2\"\n  FROM \"c10\"\n  WHERE \"c2\" IS NOT NULL\n    AND \"c1\" IS NOT NULL\n  GROUP BY \"c2\"\n  HAVING COUNT(*) >= 5\n),\n\"ordered\" AS (\n  SELECT\n    t.\"c2\",\n    CAST(t.\"c1\" AS REAL) AS \"measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY t.\"c2\"\n      ORDER BY CAST(t.\"c1\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY t.\"c2\"\n    ) AS \"cnt\"\n  FROM \"c10\" AS t\n  INNER JOIN \"eligible_groups\" AS g\n    ON t.\"c2\" = g.\"c2\"\n  WHERE t.\"c2\" IS NOT NULL\n    AND t.\"c1\" IS NOT NULL\n),\n\"positions\" AS (\n  SELECT DISTINCT\n    \"c2\",\n    \"cnt\",\n    (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n    CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lower_rn\"\n  FROM \"ordered\"\n),\n\"bounds\" AS (\n  SELECT\n    \"c2\",\n    \"pos\",\n    \"lower_rn\",\n    CASE\n      WHEN \"pos\" > \"lower_rn\" THEN \"lower_rn\" + 1\n      ELSE \"lower_rn\"\n    END AS \"upper_rn\"\n  FROM \"positions\"\n),\n\"picked\" AS (\n  SELECT\n    b.\"c2\",\n    b.\"pos\",\n    b.\"lower_rn\",\n    b.\"upper_rn\",\n    MAX(CASE WHEN o.\"rn\" = b.\"lower_rn\" THEN o.\"measure\" END) AS \"lower_val\",\n    MAX(CASE WHEN o.\"rn\" = b.\"upper_rn\" THEN o.\"measure\" END) AS \"upper_val\"\n  FROM \"bounds\" AS b\n  INNER JOIN \"ordered\" AS o\n    ON o.\"c2\" = b.\"c2\"\n  GROUP BY\n    b.\"c2\",\n    b.\"pos\",\n    b.\"lower_rn\",\n    b.\"upper_rn\"\n)\nSELECT\n  \"c2\",\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\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"eligible_groups\\\" AS (\\n  SELECT\\n    \\\"c2\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"c2\\\" IS NOT NULL\\n    AND \\\"c1\\\" IS NOT NULL\\n  GROUP BY \\\"c2\\\"\\n  HAVING COUNT(*) >= 5\\n),\\n\\\"ordered\\\" AS (\\n  SELECT\\n    t.\\\"c2\\\",\\n    CAST(t.\\\"c1\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY t.\\\"c2\\\"\\n      ORDER BY CAST(t.\\\"c1\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY t.\\\"c2\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\" AS t\\n  INNER JOIN \\\"eligible_groups\\\" AS g\\n    ON t.\\\"c2\\\" = g.\\\"c2\\\"\\n  WHERE t.\\\"c2\\\" IS NOT NULL\\n    AND t.\\\"c1\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n  SELECT DISTINCT\\n    \\\"c2\\\",\\n    \\\"cnt\\\",\\n    (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n    CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lower_rn\\\"\\n  FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n  SELECT\\n    \\\"c2\\\",\\n    \\\"pos\\\",\\n    \\\"lower_rn\\\",\\n    CASE\\n      WHEN \\\"pos\\\" > \\\"lower_rn\\\" THEN \\\"lower_rn\\\" + 1\\n      ELSE \\\"lower_rn\\\"\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"positions\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    b.\\\"c2\\\",\\n    b.\\\"pos\\\",\\n    b.\\\"lower_rn\\\",\\n    b.\\\"upper_rn\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"lower_val\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"upper_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"upper_val\\\"\\n  FROM \\\"bounds\\\" AS b\\n  INNER JOIN \\\"ordered\\\" AS o\\n    ON o.\\\"c2\\\" = b.\\\"c2\\\"\\n  GROUP BY\\n    b.\\\"c2\\\",\\n    b.\\\"pos\\\",\\n    b.\\\"lower_rn\\\",\\n    b.\\\"upper_rn\\\"\\n)\\nSELECT\\n  \\\"c2\\\",\\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\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"c2\", \"percentile_measure\"], \"rows\": [{\"c2\": \"1\", \"percentile_measure\": 12.0}, {\"c2\": \"10\", \"percentile_measure\": 12.0}, {\"c2\": \"11\", \"percentile_measure\": 12.0}, {\"c2\": \"12\", \"percentile_measure\": 12.0}, {\"c2\": \"13\", \"percentile_measure\": 12.0}, {\"c2\": \"2\", \"percentile_measure\": 12.0}, {\"c2\": \"3\", \"percentile_measure\": 12.0}, {\"c2\": \"4\", \"percentile_measure\": 12.0}, {\"c2\": \"5\", \"percentile_measure\": 12.0}, {\"c2\": \"6\", \"percentile_measure\": 12.0}, {\"c2\": \"7\", \"percentile_measure\": 12.0}, {\"c2\": \"8\", \"percentile_measure\": 12.0}, {\"c2\": \"9\", \"percentile_measure\": 12.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4447.66}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e8d65611e78216fdbe7b9d4d1b4a88c1ae3f5f66
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:59:40.656292+00:00",
+  "ended_at": "2026-05-19T16:00:24.329258+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_1c2a40e4ac188d96",
+    "problem_id": "v2p_c10_f58bb4fc80d854c4",
+    "dataset_id": "c10",
+    "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=c2, measure_col=c1.",
+    "bindings": {
+      "group_col": "c2",
+      "measure_col": "c1",
+      "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": 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 {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=8",
+      "sql_variant_index=1/2",
+      "binding_index=91"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_1c2a40e4ac188d96.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_1c2a40e4ac188d96",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 12032,
+    "output_tokens": 2753,
+    "total_tokens": 16938,
+    "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": 39205.71,
+    "sql_execution_elapsed_ms_total": 4447.66,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/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_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1f724b42530b70ce79f7b63d218391b61a2e1126
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:00:19.879571+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": 39205.71, "started_at": "2026-05-19T15:59:40.672640+00:00", "ended_at": "2026-05-19T16:00:19.878389+00:00", "prompt_metrics": {"chars": 6547, "bytes_utf8": 6547, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1979, "bytes_utf8": 1979, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 12032, "output_tokens": 2753, "reasoning_output_tokens": 2057}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"eligible_groups\\\" AS (\\n  SELECT\\n    \\\"c2\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"c2\\\" IS NOT NULL\\n    AND \\\"c1\\\" IS NOT NULL\\n  GROUP BY \\\"c2\\\"\\n  HAVING COUNT(*) >= 5\\n),\\n\\\"ordered\\\" AS (\\n  SELECT\\n    t.\\\"c2\\\",\\n    CAST(t.\\\"c1\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY t.\\\"c2\\\"\\n      ORDER BY CAST(t.\\\"c1\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY t.\\\"c2\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\" AS t\\n  INNER JOIN \\\"eligible_groups\\\" AS g\\n    ON t.\\\"c2\\\" = g.\\\"c2\\\"\\n  WHERE t.\\\"c2\\\" IS NOT NULL\\n    AND t.\\\"c1\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n  SELECT DISTINCT\\n    \\\"c2\\\",\\n    \\\"cnt\\\",\\n    (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n    CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lower_rn\\\"\\n  FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n  SELECT\\n    \\\"c2\\\",\\n    \\\"pos\\\",\\n    \\\"lower_rn\\\",\\n    CASE\\n      WHEN \\\"pos\\\" > \\\"lower_rn\\\" THEN \\\"lower_rn\\\" + 1\\n      ELSE \\\"lo"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3097149f1f34011bbbfd301dd8339bc22bc2544f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_1c2a40e4ac188d96",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 12032,
+  "output_tokens": 2753,
+  "total_tokens": 16938,
+  "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": 39205.71,
+  "sql_execution_elapsed_ms_total": 4447.66,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c2a40e4ac188d96/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_a/c10/artifacts/v2q_c10_1c88934a8c131726/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..95af0b89a2208c2e71ce06a78be3ad2e20b961a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:09:10.181787+00:00",
+  "ended_at": "2026-05-19T16:09:17.802691+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_1c88934a8c131726",
+    "problem_id": "v2p_c10_ad4c4ab91d4a2358",
+    "dataset_id": "c10",
+    "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=c2.",
+    "bindings": {
+      "group_col": "c2",
+      "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": 3.25,
+      "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=5",
+      "sql_variant_index=1/2",
+      "binding_index=124"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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",
+  "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_a/c10/artifacts/v2q_c10_1c88934a8c131726/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a94c0c4049e615826c947314e4c895f9d654043b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1c88934a8c131726/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:13.644351+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": 3446.27, "started_at": "2026-05-19T16:09:10.197246+00:00", "ended_at": "2026-05-19T16:09:13.643550+00:00", "prompt_metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 226, "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-8e42-7e33-917d-9c43ab84f6b7\"}\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": "2026-05-19T16:09:17.802602+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": 3156.41, "started_at": "2026-05-19T16:09:14.645371+00:00", "ended_at": "2026-05-19T16:09:17.801817+00:00", "prompt_metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 226, "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-9f90-7e10-b3d3-4255b365b156\"}\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_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a9a4580609ba330e1f9bee8725e59675a688bde
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/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=s5, measure_col=s5.
+Result preview: [{"s5": "4", "total_measure": 1025932}, {"s5": "3", "total_measure": 767958}, {"s5": "2", "total_measure": 510956}, {"s5": "1", "total_measure": 257063}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3462deccf2d57bf8a48d7e927d2e71210e9ea4bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_1ff3bb366da6925c
+-- problem_id: v2p_c10_c39be86eddf0dd18
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s5", SUM(CAST("s5" AS NUMERIC)) AS total_measure
+FROM "c10"
+GROUP BY "s5"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ccd0f7081a55fb0e17b038ff6858445b81777d9f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/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 \"s5\", SUM(CAST(\"s5\" AS NUMERIC)) AS total_measure\nFROM \"c10\"\nGROUP BY \"s5\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s5\\\", SUM(CAST(\\\"s5\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s5\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"s5\", \"total_measure\"], \"rows\": [{\"s5\": \"4\", \"total_measure\": 1025932}, {\"s5\": \"3\", \"total_measure\": 767958}, {\"s5\": \"2\", \"total_measure\": 510956}, {\"s5\": \"1\", \"total_measure\": 257063}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 449.01}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..249357a467f1a10f66a092684b6449530e17fe0c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:31:39.430179+00:00",
+  "ended_at": "2026-05-19T15:31:51.819502+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_1ff3bb366da6925c",
+    "problem_id": "v2p_c10_c39be86eddf0dd18",
+    "dataset_id": "c10",
+    "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_conditional_contrast",
+    "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=s5, measure_col=s5.",
+    "bindings": {
+      "group_col": "s5",
+      "measure_col": "s5",
+      "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": 3.25,
+      "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 {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=1/2",
+      "binding_index=8"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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_a/c10/sql/v2q_c10_1ff3bb366da6925c.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_1ff3bb366da6925c",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 278,
+    "total_tokens": 14425,
+    "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": 11921.86,
+    "sql_execution_elapsed_ms_total": 449.01,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/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_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..aa29504be5a611d2f45fc2236f50527e55ec5da9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:31:51.368144+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": 11921.86, "started_at": "2026-05-19T15:31:39.444592+00:00", "ended_at": "2026-05-19T15:31:51.366488+00:00", "prompt_metrics": {"chars": 6371, "bytes_utf8": 6371, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 335, "bytes_utf8": 335, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 278, "reasoning_output_tokens": 175}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s5\\\", SUM(CAST(\\\"s5\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s5\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the required Grouped Numeric Sum template with group_col=\\\"s5\\\" and measure_col=\\\"s5\\\". Casted \\\"s5\\\" to NUMERIC because the schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d14463c966d71d1289b52ff505a22dc1eb50d37
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_1ff3bb366da6925c",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 278,
+  "total_tokens": 14425,
+  "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": 11921.86,
+  "sql_execution_elapsed_ms_total": 449.01,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_1ff3bb366da6925c/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_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a75bce9cffde49cd878096fa8f3a544755af0a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/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=c4, group_col_2=class.
+Result preview: [{"c4": "13", "class": "0", "row_count": 39571}, {"c4": "12", "class": "0", "row_count": 39413}, {"c4": "10", "class": "0", "row_count": 39374}, {"c4": "11", "class": "0", "row_count": 39358}, {"c4": "11", "class": "1", "row_count": 33536}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..36f03d5a64fd7f5f5d78b6950c402ebb1b23ed2a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_21d0cdffe96ab64e
+-- problem_id: v2p_c10_470881e620678604
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c4", "class", COUNT(*) AS row_count
+FROM "c10"
+WHERE CAST("c4" AS REAL) >= 10.0
+GROUP BY "c4", "class"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..51dbf03adc02110246575b5d448fc004754f658b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/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 \"c4\", \"class\", COUNT(*) AS row_count\nFROM \"c10\"\nWHERE CAST(\"c4\" AS REAL) >= 10.0\nGROUP BY \"c4\", \"class\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"c4\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"c4\\\" AS REAL) >= 10.0\\nGROUP BY \\\"c4\\\", \\\"class\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"c4\", \"class\", \"row_count\"], \"rows\": [{\"c4\": \"13\", \"class\": \"0\", \"row_count\": 39571}, {\"c4\": \"12\", \"class\": \"0\", \"row_count\": 39413}, {\"c4\": \"10\", \"class\": \"0\", \"row_count\": 39374}, {\"c4\": \"11\", \"class\": \"0\", \"row_count\": 39358}, {\"c4\": \"11\", \"class\": \"1\", \"row_count\": 33536}, {\"c4\": \"12\", \"class\": \"1\", \"row_count\": 33420}, {\"c4\": \"13\", \"class\": \"1\", \"row_count\": 33301}, {\"c4\": \"10\", \"class\": \"1\", \"row_count\": 33262}, {\"c4\": \"13\", \"class\": \"2\", \"row_count\": 3798}, {\"c4\": \"10\", \"class\": \"2\", \"row_count\": 3789}, {\"c4\": \"12\", \"class\": \"2\", \"row_count\": 3781}, {\"c4\": \"11\", \"class\": \"2\", \"row_count\": 3703}, {\"c4\": \"12\", \"class\": \"3\", \"row_count\": 1692}, {\"c4\": \"13\", \"class\": \"3\", \"row_count\": 1689}, {\"c4\": \"11\", \"class\": \"3\", \"row_count\": 1671}, {\"c4\": \"10\", \"class\": \"3\", \"row_count\": 1631}, {\"c4\": \"10\", \"class\": \"4\", \"row_count\": 435}, {\"c4\": \"11\", \"class\": \"4\", \"row_count\": 325}, {\"c4\": \"12\", \"class\": \"4\", \"row_count\": 241}, {\"c4\": \"13\", \"class\": \"5\", \"row_count\": 178}, {\"c4\": \"11\", \"class\": \"5\", \"row_count\": 166}, {\"c4\": \"12\", \"class\": \"5\", \"row_count\": 162}, {\"c4\": \"13\", \"class\": \"4\", \"row_count\": 150}, {\"c4\": \"10\", \"class\": \"5\", \"row_count\": 137}, {\"c4\": \"13\", \"class\": \"6\", \"row_count\": 126}, {\"c4\": \"12\", \"class\": \"6\", \"row_count\": 125}, {\"c4\": \"10\", \"class\": \"6\", \"row_count\": 120}, {\"c4\": \"11\", \"class\": \"6\", \"row_count\": 111}, {\"c4\": \"11\", \"class\": \"7\", \"row_count\": 21}, {\"c4\": \"13\", \"class\": \"7\", \"row_count\": 20}, {\"c4\": \"12\", \"class\": \"7\", \"row_count\": 16}, {\"c4\": \"10\", \"class\": \"7\", \"row_count\": 11}, {\"c4\": \"10\", \"class\": \"8\", \"row_count\": 3}, {\"c4\": \"12\", \"class\": \"9\", \"row_count\": 3}, {\"c4\": \"11\", \"class\": \"8\", \"row_count\": 2}, {\"c4\": \"11\", \"class\": \"9\", \"row_count\": 2}, {\"c4\": \"10\", \"class\": \"9\", \"row_count\": 1}, {\"c4\": \"13\", \"class\": \"9\", \"row_count\": 1}], \"row_count_returned\": 38, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 330.97}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..31f7a79c4ddd38ba77feb56f2110b2434f12ee36
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/run_manifest.json
@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:44:37.111264+00:00",
+  "ended_at": "2026-05-19T15:44:46.481876+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_21d0cdffe96ab64e",
+    "problem_id": "v2p_c10_470881e620678604",
+    "dataset_id": "c10",
+    "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=c4, group_col_2=class.",
+    "bindings": {
+      "group_col": "c4",
+      "group_col_2": "class",
+      "predicate_col": "c4",
+      "predicate_op": ">=",
+      "predicate_value": 10.0,
+      "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": 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=4",
+      "sql_variant_index=1/1",
+      "binding_index=51"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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_a/c10/sql/v2q_c10_21d0cdffe96ab64e.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_21d0cdffe96ab64e",
+    "api_calls": 0,
+    "input_tokens": 14241,
+    "cached_input_tokens": 12032,
+    "output_tokens": 360,
+    "total_tokens": 14601,
+    "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": 9024.86,
+    "sql_execution_elapsed_ms_total": 330.97,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/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_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..00877f5fbd3269b535d3df6ad2cf4ac415668ee2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:44:46.149113+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": 9024.86, "started_at": "2026-05-19T15:44:37.123458+00:00", "ended_at": "2026-05-19T15:44:46.148348+00:00", "prompt_metrics": {"chars": 6680, "bytes_utf8": 6680, "lines": 232, "estimated_tokens": null}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14241, "cached_input_tokens": 12032, "output_tokens": 360, "reasoning_output_tokens": 224}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"c4\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"c4\\\" AS REAL) >= 10.0\\nGROUP BY \\\"c4\\\", \\\"class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"c4\\\", group_col_2=\\\"class\\\", and predicate on \\\"c4\\\" >= 10.0. CAST(\\\"c4\\\" AS REAL) is applied because the schema stores this numeric-discrete field as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..2be5defe76a62e3beb26c97de44552256cd144bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_21d0cdffe96ab64e",
+  "api_calls": 0,
+  "input_tokens": 14241,
+  "cached_input_tokens": 12032,
+  "output_tokens": 360,
+  "total_tokens": 14601,
+  "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": 9024.86,
+  "sql_execution_elapsed_ms_total": 330.97,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_21d0cdffe96ab64e/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_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2dbcca17cbbdfd11b4e00d120caf48c92013d39d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/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=s4, measure_col=s2.
+Result preview: [{"s4": "1", "group_value": 647288.0}, {"s4": "2", "group_value": 643497.0}, {"s4": "3", "group_value": 640247.0}, {"s4": "4", "group_value": 631330.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d9f5a9e0f53dea8d67aa42f381b62ec2f805bc13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_234619b8b1cad9a6
+-- problem_id: v2p_c10_df13d8b0e18e6539
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s4" AS "s4", SUM(CAST("s2" AS REAL)) AS "group_value"
+    FROM "c10"
+    GROUP BY "s4"
+), total AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM grouped
+)
+SELECT g."s4", 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_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..22aaf396901cbdc9323529c00a3af2acc15b5f9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/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 \"s4\" AS \"s4\", SUM(CAST(\"s2\" AS REAL)) AS \"group_value\"\n    FROM \"c10\"\n    GROUP BY \"s4\"\n), total AS (\n    SELECT SUM(\"group_value\") AS \"total_value\"\n    FROM grouped\n)\nSELECT g.\"s4\", 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 \\\"s4\\\" AS \\\"s4\\\", SUM(CAST(\\\"s2\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s4\\\"\\n), total AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM grouped\\n)\\nSELECT g.\\\"s4\\\", 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\": [\"s4\", \"group_value\"], \"rows\": [{\"s4\": \"1\", \"group_value\": 647288.0}, {\"s4\": \"2\", \"group_value\": 643497.0}, {\"s4\": \"3\", \"group_value\": 640247.0}, {\"s4\": \"4\", \"group_value\": 631330.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 484.76}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..211bf9e755249848db6355e268d77953c2435c73
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:48:07.680064+00:00",
+  "ended_at": "2026-05-19T15:48:20.664489+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_234619b8b1cad9a6",
+    "problem_id": "v2p_c10_df13d8b0e18e6539",
+    "dataset_id": "c10",
+    "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=s4, measure_col=s2.",
+    "bindings": {
+      "group_col": "s4",
+      "measure_col": "s2",
+      "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": 3.25,
+      "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=1",
+      "sql_variant_index=1/2",
+      "binding_index=72"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_234619b8b1cad9a6.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_234619b8b1cad9a6",
+    "api_calls": 0,
+    "input_tokens": 14283,
+    "cached_input_tokens": 13696,
+    "output_tokens": 477,
+    "total_tokens": 14760,
+    "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": 12483.84,
+    "sql_execution_elapsed_ms_total": 484.76,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/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_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fce8217c1c3c1ec484a0e4d312f67cac04432d92
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:48:20.177395+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": 12483.84, "started_at": "2026-05-19T15:48:07.692298+00:00", "ended_at": "2026-05-19T15:48:20.176181+00:00", "prompt_metrics": {"chars": 6925, "bytes_utf8": 6925, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 631, "bytes_utf8": 631, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 13696, "output_tokens": 477, "reasoning_output_tokens": 289}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"s4\\\" AS \\\"s4\\\", SUM(CAST(\\\"s2\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s4\\\"\\n), total AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM grouped\\n)\\nSELECT g.\\\"s4\\\", 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 requested Relative-to-Total Extreme Threshold template with group_col=\\\"s4\\\" and measure_col=\\\"s2\\\". \\\"s2\\\" is CAST to REAL because the SQLite schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..834a9a639777508070019933c0c8126f57cd1967
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_234619b8b1cad9a6",
+  "api_calls": 0,
+  "input_tokens": 14283,
+  "cached_input_tokens": 13696,
+  "output_tokens": 477,
+  "total_tokens": 14760,
+  "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": 12483.84,
+  "sql_execution_elapsed_ms_total": 484.76,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_234619b8b1cad9a6/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_a/c10/artifacts/v2q_c10_241fa2aa07075b33/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..711784df1b77b334e6a9ded9acf371effe9821f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/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=s1, group_col_2=c1.
+Result preview: [{"s1": "4", "c1": "4", "row_count": 19964}, {"s1": "4", "c1": "2", "row_count": 19924}, {"s1": "4", "c1": "5", "row_count": 19842}, {"s1": "4", "c1": "1", "row_count": 19793}, {"s1": "4", "c1": "13", "row_count": 19783}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2ef5a4076622d449a3b59e4a912be4fe82c0da09
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_241fa2aa07075b33
+-- problem_id: v2p_c10_e21622c1b39d6d8e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s1", "c1", COUNT(*) AS "row_count"
+FROM "c10"
+WHERE CAST("s1" AS REAL) >= 3.25
+GROUP BY "s1", "c1"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c00cecdede06a273ca23ceb5959add7a277a383d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/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 \"s1\", \"c1\", COUNT(*) AS \"row_count\"\nFROM \"c10\"\nWHERE CAST(\"s1\" AS REAL) >= 3.25\nGROUP BY \"s1\", \"c1\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"s1\\\", \\\"c1\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"s1\\\" AS REAL) >= 3.25\\nGROUP BY \\\"s1\\\", \\\"c1\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"s1\", \"c1\", \"row_count\"], \"rows\": [{\"s1\": \"4\", \"c1\": \"4\", \"row_count\": 19964}, {\"s1\": \"4\", \"c1\": \"2\", \"row_count\": 19924}, {\"s1\": \"4\", \"c1\": \"5\", \"row_count\": 19842}, {\"s1\": \"4\", \"c1\": \"1\", \"row_count\": 19793}, {\"s1\": \"4\", \"c1\": \"13\", \"row_count\": 19783}, {\"s1\": \"4\", \"c1\": \"6\", \"row_count\": 19775}, {\"s1\": \"4\", \"c1\": \"12\", \"row_count\": 19691}, {\"s1\": \"4\", \"c1\": \"11\", \"row_count\": 19627}, {\"s1\": \"4\", \"c1\": \"7\", \"row_count\": 19620}, {\"s1\": \"4\", \"c1\": \"8\", \"row_count\": 19595}, {\"s1\": \"4\", \"c1\": \"10\", \"row_count\": 19518}, {\"s1\": \"4\", \"c1\": \"3\", \"row_count\": 19512}, {\"s1\": \"4\", \"c1\": \"9\", \"row_count\": 19433}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 285.96}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..92f3e4365f53156e714a34e4fcab20c38cf172b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/run_manifest.json
@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:45:25.307333+00:00",
+  "ended_at": "2026-05-19T15:45:43.526721+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_241fa2aa07075b33",
+    "problem_id": "v2p_c10_e21622c1b39d6d8e",
+    "dataset_id": "c10",
+    "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=s1, group_col_2=c1.",
+    "bindings": {
+      "group_col": "s1",
+      "group_col_2": "c1",
+      "predicate_col": "s1",
+      "predicate_op": ">=",
+      "predicate_value": 3.25,
+      "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": 10.0,
+      "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=8",
+      "sql_variant_index=1/1",
+      "binding_index=55"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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_a/c10/sql/v2q_c10_241fa2aa07075b33.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_241fa2aa07075b33",
+    "api_calls": 0,
+    "input_tokens": 14242,
+    "cached_input_tokens": 13696,
+    "output_tokens": 801,
+    "total_tokens": 15043,
+    "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": 17918.54,
+    "sql_execution_elapsed_ms_total": 285.96,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/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_a/c10/artifacts/v2q_c10_241fa2aa07075b33/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..98248021511e5740679642a26e9a13f3f5b47f68
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:45:43.238815+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": 17918.54, "started_at": "2026-05-19T15:45:25.319258+00:00", "ended_at": "2026-05-19T15:45:43.237826+00:00", "prompt_metrics": {"chars": 6675, "bytes_utf8": 6675, "lines": 232, "estimated_tokens": null}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14242, "cached_input_tokens": 13696, "output_tokens": 801, "reasoning_output_tokens": 668}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"s1\\\", \\\"c1\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"s1\\\" AS REAL) >= 3.25\\nGROUP BY \\\"s1\\\", \\\"c1\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the bound template roles with group_col=\\\"s1\\\", group_col_2=\\\"c1\\\", and predicate_col=\\\"s1\\\". CAST(\\\"s1\\\" AS REAL) preserves numeric comparison semantics because the SQLite schema stores fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f854efc89ba9a6ea011fa58db14bf7d69b05087
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_241fa2aa07075b33",
+  "api_calls": 0,
+  "input_tokens": 14242,
+  "cached_input_tokens": 13696,
+  "output_tokens": 801,
+  "total_tokens": 15043,
+  "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": 17918.54,
+  "sql_execution_elapsed_ms_total": 285.96,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_241fa2aa07075b33/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_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..64c0dcd44e7936a0c843dcb1e66e55e6151d6887
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/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=c2, measure_col=c1.
+Result preview: [{"c2": "1", "percentile_measure": 13.0}, {"c2": "10", "percentile_measure": 13.0}, {"c2": "11", "percentile_measure": 13.0}, {"c2": "12", "percentile_measure": 13.0}, {"c2": "13", "percentile_measure": 13.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5af3463767151d1921fad9568c5cf707efc5da99
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/generated_sql.sql
@@ -0,0 +1,55 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_24cef9fa609aba4a
+-- problem_id: v2p_c10_93270cddce0a6150
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "c2",
+    CAST("c1" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c2"
+      ORDER BY CAST("c1" AS REAL)
+    ) AS "rn"
+  FROM "c10"
+),
+"group_counts" AS (
+  SELECT
+    "c2",
+    COUNT(*) AS "cnt"
+  FROM "c10"
+  GROUP BY "c2"
+),
+"bounds" AS (
+  SELECT
+    "c2",
+    1.0 + (0.95 * ("cnt" - 1)) AS "pos",
+    CAST(1.0 + (0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rn",
+    CAST(1.0 + (0.95 * ("cnt" - 1)) AS INTEGER) + CASE
+      WHEN 1.0 + (0.95 * ("cnt" - 1)) > CAST(1.0 + (0.95 * ("cnt" - 1)) AS INTEGER) THEN 1
+      ELSE 0
+    END AS "upper_rn"
+  FROM "group_counts"
+)
+SELECT
+  b."c2",
+  CASE
+    WHEN b."lower_rn" = b."upper_rn" THEN l."measure_value"
+    ELSE l."measure_value" + (b."pos" - b."lower_rn") * (u."measure_value" - l."measure_value")
+  END AS "percentile_measure"
+FROM "bounds" AS b
+JOIN "ranked" AS l
+  ON l."c2" = b."c2"
+ AND l."rn" = b."lower_rn"
+JOIN "ranked" AS u
+  ON u."c2" = b."c2"
+ AND u."rn" = b."upper_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5b871582e4ff3152779c4fa0888545e5c1f2fe54
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/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    \"c2\",\n    CAST(\"c1\" AS REAL) AS \"measure_value\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"c2\"\n      ORDER BY CAST(\"c1\" AS REAL)\n    ) AS \"rn\"\n  FROM \"c10\"\n),\n\"group_counts\" AS (\n  SELECT\n    \"c2\",\n    COUNT(*) AS \"cnt\"\n  FROM \"c10\"\n  GROUP BY \"c2\"\n),\n\"bounds\" AS (\n  SELECT\n    \"c2\",\n    1.0 + (0.95 * (\"cnt\" - 1)) AS \"pos\",\n    CAST(1.0 + (0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n    CAST(1.0 + (0.95 * (\"cnt\" - 1)) AS INTEGER) + CASE\n      WHEN 1.0 + (0.95 * (\"cnt\" - 1)) > CAST(1.0 + (0.95 * (\"cnt\" - 1)) AS INTEGER) THEN 1\n      ELSE 0\n    END AS \"upper_rn\"\n  FROM \"group_counts\"\n)\nSELECT\n  b.\"c2\",\n  CASE\n    WHEN b.\"lower_rn\" = b.\"upper_rn\" THEN l.\"measure_value\"\n    ELSE l.\"measure_value\" + (b.\"pos\" - b.\"lower_rn\") * (u.\"measure_value\" - l.\"measure_value\")\n  END AS \"percentile_measure\"\nFROM \"bounds\" AS b\nJOIN \"ranked\" AS l\n  ON l.\"c2\" = b.\"c2\"\n AND l.\"rn\" = b.\"lower_rn\"\nJOIN \"ranked\" AS u\n  ON u.\"c2\" = b.\"c2\"\n AND u.\"rn\" = b.\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"c2\\\",\\n    CAST(\\\"c1\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c2\\\"\\n      ORDER BY CAST(\\\"c1\\\" AS REAL)\\n    ) AS \\\"rn\\\"\\n  FROM \\\"c10\\\"\\n),\\n\\\"group_counts\\\" AS (\\n  SELECT\\n    \\\"c2\\\",\\n    COUNT(*) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  GROUP BY \\\"c2\\\"\\n),\\n\\\"bounds\\\" AS (\\n  SELECT\\n    \\\"c2\\\",\\n    1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n    CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n    CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + CASE\\n      WHEN 1.0 + (0.95 * (\\\"cnt\\\" - 1)) > CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) THEN 1\\n      ELSE 0\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"group_counts\\\"\\n)\\nSELECT\\n  b.\\\"c2\\\",\\n  CASE\\n    WHEN b.\\\"lower_rn\\\" = b.\\\"upper_rn\\\" THEN l.\\\"measure_value\\\"\\n    ELSE l.\\\"measure_value\\\" + (b.\\\"pos\\\" - b.\\\"lower_rn\\\") * (u.\\\"measure_value\\\" - l.\\\"measure_value\\\")\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\" AS b\\nJOIN \\\"ranked\\\" AS l\\n  ON l.\\\"c2\\\" = b.\\\"c2\\\"\\n AND l.\\\"rn\\\" = b.\\\"lower_rn\\\"\\nJOIN \\\"ranked\\\" AS u\\n  ON u.\\\"c2\\\" = b.\\\"c2\\\"\\n AND u.\\\"rn\\\" = b.\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"c2\", \"percentile_measure\"], \"rows\": [{\"c2\": \"1\", \"percentile_measure\": 13.0}, {\"c2\": \"10\", \"percentile_measure\": 13.0}, {\"c2\": \"11\", \"percentile_measure\": 13.0}, {\"c2\": \"12\", \"percentile_measure\": 13.0}, {\"c2\": \"13\", \"percentile_measure\": 13.0}, {\"c2\": \"2\", \"percentile_measure\": 13.0}, {\"c2\": \"3\", \"percentile_measure\": 13.0}, {\"c2\": \"4\", \"percentile_measure\": 13.0}, {\"c2\": \"5\", \"percentile_measure\": 13.0}, {\"c2\": \"6\", \"percentile_measure\": 13.0}, {\"c2\": \"7\", \"percentile_measure\": 13.0}, {\"c2\": \"8\", \"percentile_measure\": 13.0}, {\"c2\": \"9\", \"percentile_measure\": 13.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3484.99}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b0e287764bee1331fb57209ba0fa9cdfe87df5a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:00:24.329838+00:00",
+  "ended_at": "2026-05-19T16:01:17.127123+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_24cef9fa609aba4a",
+    "problem_id": "v2p_c10_93270cddce0a6150",
+    "dataset_id": "c10",
+    "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=c2, measure_col=c1.",
+    "bindings": {
+      "group_col": "c2",
+      "measure_col": "c1",
+      "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": 7.56,
+      "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=8",
+      "sql_variant_index=2/2",
+      "binding_index=91"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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_a/c10/sql/v2q_c10_24cef9fa609aba4a.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_24cef9fa609aba4a",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 12032,
+    "output_tokens": 3418,
+    "total_tokens": 17603,
+    "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": 49292.12,
+    "sql_execution_elapsed_ms_total": 3484.99,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/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_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e41bb00808426021aae3402337fbe8022fb19bcb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:01:13.637443+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": 49292.12, "started_at": "2026-05-19T16:00:24.344478+00:00", "ended_at": "2026-05-19T16:01:13.636625+00:00", "prompt_metrics": {"chars": 6552, "bytes_utf8": 6552, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1478, "bytes_utf8": 1478, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 12032, "output_tokens": 3418, "reasoning_output_tokens": 2885}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"c2\\\",\\n    CAST(\\\"c1\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c2\\\"\\n      ORDER BY CAST(\\\"c1\\\" AS REAL)\\n    ) AS \\\"rn\\\"\\n  FROM \\\"c10\\\"\\n),\\n\\\"group_counts\\\" AS (\\n  SELECT\\n    \\\"c2\\\",\\n    COUNT(*) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  GROUP BY \\\"c2\\\"\\n),\\n\\\"bounds\\\" AS (\\n  SELECT\\n    \\\"c2\\\",\\n    1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n    CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n    CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + CASE\\n      WHEN 1.0 + (0.95 * (\\\"cnt\\\" - 1)) > CAST(1.0 + (0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) THEN 1\\n      ELSE 0\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"group_counts\\\"\\n)\\nSELECT\\n  b.\\\"c2\\\",\\n  CASE\\n    WHEN b.\\\"lower_rn\\\" = b.\\\"upper_rn\\\" THEN l.\\\"measure_value\\\"\\n    ELSE l.\\\"measure_value\\\" + (b.\\\"pos\\\" - b.\\\"lower_rn\\\") * (u.\\\"measure_value\\\" - l.\\\"measure_value\\\")\\n  END AS \\\"percentile_measure\\\"\\nFROM \\"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b4f6ead6e203152310490a789d909b964e9f0f44
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_24cef9fa609aba4a",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 12032,
+  "output_tokens": 3418,
+  "total_tokens": 17603,
+  "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": 49292.12,
+  "sql_execution_elapsed_ms_total": 3484.99,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_24cef9fa609aba4a/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_a/c10/artifacts/v2q_c10_2993f3605a310e12/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a757240aade5c81201ad15bde762a442778637c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/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=s4.
+Result preview: [{"s4": "3", "row_count": 256914}, {"s4": "2", "row_count": 256530}, {"s4": "4", "row_count": 255816}, {"s4": "1", "row_count": 255750}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fd14d0c8a094118a26ebb1c7ce64a5d2043ca78f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_2993f3605a310e12
+-- problem_id: v2p_c10_c0cce6228d08e301
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s4", COUNT(*) AS "row_count"
+FROM "c10"
+GROUP BY "s4"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9d3bd58a14d1a21461edfae565e7707341659a68
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/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 \"s4\", COUNT(*) AS \"row_count\"\nFROM \"c10\"\nGROUP BY \"s4\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"s4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s4\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"s4\", \"row_count\"], \"rows\": [{\"s4\": \"3\", \"row_count\": 256914}, {\"s4\": \"2\", \"row_count\": 256530}, {\"s4\": \"4\", \"row_count\": 255816}, {\"s4\": \"1\", \"row_count\": 255750}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 389.15}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..05a836e3b91092faad772931badae19dd43ca694
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:32:59.900694+00:00",
+  "ended_at": "2026-05-19T15:33:14.415038+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_2993f3605a310e12",
+    "problem_id": "v2p_c10_c0cce6228d08e301",
+    "dataset_id": "c10",
+    "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=s4.",
+    "bindings": {
+      "group_col": "s4",
+      "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": 10.0,
+      "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 {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_a/c10/sql/v2q_c10_2993f3605a310e12.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_2993f3605a310e12",
+    "api_calls": 0,
+    "input_tokens": 14121,
+    "cached_input_tokens": 13696,
+    "output_tokens": 253,
+    "total_tokens": 14374,
+    "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": 14107.09,
+    "sql_execution_elapsed_ms_total": 389.15,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/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_a/c10/artifacts/v2q_c10_2993f3605a310e12/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a9a1312f6ddfe1768a266e50e46296bac01cff87
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:33:14.023821+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": 14107.09, "started_at": "2026-05-19T15:32:59.915786+00:00", "ended_at": "2026-05-19T15:33:14.022905+00:00", "prompt_metrics": {"chars": 6292, "bytes_utf8": 6292, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 281, "bytes_utf8": 281, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14121, "cached_input_tokens": 13696, "output_tokens": 253, "reasoning_output_tokens": 173}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"s4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s4\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"s4\\\" to show the count distribution by subgroup.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..87841910c407e45b96c1621894fafedc523f9989
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_2993f3605a310e12",
+  "api_calls": 0,
+  "input_tokens": 14121,
+  "cached_input_tokens": 13696,
+  "output_tokens": 253,
+  "total_tokens": 14374,
+  "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": 14107.09,
+  "sql_execution_elapsed_ms_total": 389.15,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2993f3605a310e12/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_a/c10/artifacts/v2q_c10_2af1723933139815/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b966c5e583a5b25fedb8a7efcf6bdf9681ae3b8f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/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=s5.
+Result preview: [{"s5": "1", "row_count": 257063}, {"s5": "4", "row_count": 256483}, {"s5": "3", "row_count": 255986}, {"s5": "2", "row_count": 255478}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0195c4e415996b9121434e6a5543b6b0bc5e4082
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_2af1723933139815
+-- problem_id: v2p_c10_2ba1fed2256ada3f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s5", COUNT(*) AS row_count
+FROM "c10"
+GROUP BY "s5"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1906ebaa7bd30f315a4c4f72345db3f9ecccc1a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/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 \"s5\", COUNT(*) AS row_count\nFROM \"c10\"\nGROUP BY \"s5\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"s5\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s5\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"s5\", \"row_count\"], \"rows\": [{\"s5\": \"1\", \"row_count\": 257063}, {\"s5\": \"4\", \"row_count\": 256483}, {\"s5\": \"3\", \"row_count\": 255986}, {\"s5\": \"2\", \"row_count\": 255478}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 401.45}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..732c87c194a3e6445b9daf53cad76a039976d5a6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:33:42.409081+00:00",
+  "ended_at": "2026-05-19T15:33:56.046938+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_2af1723933139815",
+    "problem_id": "v2p_c10_2ba1fed2256ada3f",
+    "dataset_id": "c10",
+    "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=s5.",
+    "bindings": {
+      "group_col": "s5",
+      "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": 11.0,
+      "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 {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=8",
+      "sql_variant_index=1/1",
+      "binding_index=19"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "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_a/c10/sql/v2q_c10_2af1723933139815.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_2af1723933139815",
+    "api_calls": 0,
+    "input_tokens": 14121,
+    "cached_input_tokens": 13696,
+    "output_tokens": 187,
+    "total_tokens": 14308,
+    "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": 13217.97,
+    "sql_execution_elapsed_ms_total": 401.45,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/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_a/c10/artifacts/v2q_c10_2af1723933139815/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d2b01fa9b337598bc01ee43437ed3096360e9afe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:33:55.643344+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": 13217.97, "started_at": "2026-05-19T15:33:42.423877+00:00", "ended_at": "2026-05-19T15:33:55.641885+00:00", "prompt_metrics": {"chars": 6292, "bytes_utf8": 6292, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 273, "bytes_utf8": 273, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14121, "cached_input_tokens": 13696, "output_tokens": 187, "reasoning_output_tokens": 107}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"s5\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s5\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided Grouped Count by Category template with group_col bound to \\\"s5\\\" on the single table \\\"c10\\\".\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..68a97c53419477cb68ba7ecacb76713b802174a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_2af1723933139815",
+  "api_calls": 0,
+  "input_tokens": 14121,
+  "cached_input_tokens": 13696,
+  "output_tokens": 187,
+  "total_tokens": 14308,
+  "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": 13217.97,
+  "sql_execution_elapsed_ms_total": 401.45,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2af1723933139815/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_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a1ffa41eb0714cbdd61c66b5ed82845783bc6743
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/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=c1.
+Result preview: [{"empirical_cdf_at_threshold": 0.6920908088701574}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8ffd49daa8c31bc5fda0d678872b80a423da32cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/generated_sql.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_2cc57744aaf67cf4
+-- problem_id: v2p_c10_7482268f594dbe93
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("c1" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "c10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3c76aecdfd57a74c18ef7dd7ed7d7f8fde09c5bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/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(\"c1\" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c10\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"c1\\\" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c10\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.6920908088701574}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 108.29}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..50dd4a684facb24c77e06d6a61e834108db1dc2f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:06:51.743023+00:00",
+  "ended_at": "2026-05-19T16:07:00.676284+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_2cc57744aaf67cf4",
+    "problem_id": "v2p_c10_7482268f594dbe93",
+    "dataset_id": "c10",
+    "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=c1.",
+    "bindings": {
+      "measure_col": "c1",
+      "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": 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=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_a/c10/sql/v2q_c10_2cc57744aaf67cf4.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_2cc57744aaf67cf4",
+    "api_calls": 0,
+    "input_tokens": 14137,
+    "cached_input_tokens": 13696,
+    "output_tokens": 401,
+    "total_tokens": 14538,
+    "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": 8805.79,
+    "sql_execution_elapsed_ms_total": 108.29,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/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_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7f7346efb2546632fda3e7c01cd690a1035d9455
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:07:00.566606+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": 8805.79, "started_at": "2026-05-19T16:06:51.760062+00:00", "ended_at": "2026-05-19T16:07:00.565884+00:00", "prompt_metrics": {"chars": 6318, "bytes_utf8": 6318, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14137, "cached_input_tokens": 13696, "output_tokens": 401, "reasoning_output_tokens": 291}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"c1\\\" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c10\\\";\",\"notes\":\"Uses the planned Threshold Rarity CDF template with measure_col bound to \\\"c1\\\" and threshold fixed at 9.0. \\\"c1\\\" is cast to REAL because the SQLite schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e080671b68cbe811fae0d592ca2a6c9f79dd2b34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_2cc57744aaf67cf4",
+  "api_calls": 0,
+  "input_tokens": 14137,
+  "cached_input_tokens": 13696,
+  "output_tokens": 401,
+  "total_tokens": 14538,
+  "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": 8805.79,
+  "sql_execution_elapsed_ms_total": 108.29,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cc57744aaf67cf4/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_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5b87f76aea0a889c40a9e9b1f1114b69498b5e6e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/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=c3.
+Result preview: [{"c3": "7", "row_count": 79444}, {"c3": "10", "row_count": 79073}, {"c3": "1", "row_count": 79069}, {"c3": "2", "row_count": 78969}, {"c3": "8", "row_count": 78905}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bfb014c50de619203bdde78cbb5b5bd374e093f4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_2cf0329fbf639bc5
+-- problem_id: v2p_c10_95cd14ab454da001
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c3", COUNT(*) AS row_count
+FROM "c10"
+GROUP BY "c3"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e75039ee1e5fbf735748e5488c9d317cc975a1ca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/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 \"c3\", COUNT(*) AS row_count\nFROM \"c10\"\nGROUP BY \"c3\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c3\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c3\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"c3\", \"row_count\"], \"rows\": [{\"c3\": \"7\", \"row_count\": 79444}, {\"c3\": \"10\", \"row_count\": 79073}, {\"c3\": \"1\", \"row_count\": 79069}, {\"c3\": \"2\", \"row_count\": 78969}, {\"c3\": \"8\", \"row_count\": 78905}, {\"c3\": \"5\", \"row_count\": 78871}, {\"c3\": \"11\", \"row_count\": 78865}, {\"c3\": \"12\", \"row_count\": 78855}, {\"c3\": \"13\", \"row_count\": 78765}, {\"c3\": \"4\", \"row_count\": 78748}, {\"c3\": \"6\", \"row_count\": 78587}, {\"c3\": \"3\", \"row_count\": 78518}, {\"c3\": \"9\", \"row_count\": 78341}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 453.31}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e106efa25d14cac5841603d026a866914cb81a95
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:32:46.072651+00:00",
+  "ended_at": "2026-05-19T15:32:59.900171+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_2cf0329fbf639bc5",
+    "problem_id": "v2p_c10_95cd14ab454da001",
+    "dataset_id": "c10",
+    "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=c3.",
+    "bindings": {
+      "group_col": "c3",
+      "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": 3.25,
+      "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=5",
+      "sql_variant_index=1/1",
+      "binding_index=16"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "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_a/c10/sql/v2q_c10_2cf0329fbf639bc5.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_2cf0329fbf639bc5",
+    "api_calls": 0,
+    "input_tokens": 14121,
+    "cached_input_tokens": 12032,
+    "output_tokens": 171,
+    "total_tokens": 14292,
+    "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": 13354.03,
+    "sql_execution_elapsed_ms_total": 453.31,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/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_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..14662fccd5eac16a1113de5f91905a058630ecbe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:59.444361+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": 13354.03, "started_at": "2026-05-19T15:32:46.088986+00:00", "ended_at": "2026-05-19T15:32:59.443062+00:00", "prompt_metrics": {"chars": 6293, "bytes_utf8": 6293, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 223, "bytes_utf8": 223, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14121, "cached_input_tokens": 12032, "output_tokens": 171, "reasoning_output_tokens": 105}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c3\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c3\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Grouped count distribution by \\\"c3\\\" using the required template.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3101cdbada0253a7dfae5803fd9db60cc5d7306c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_2cf0329fbf639bc5",
+  "api_calls": 0,
+  "input_tokens": 14121,
+  "cached_input_tokens": 12032,
+  "output_tokens": 171,
+  "total_tokens": 14292,
+  "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": 13354.03,
+  "sql_execution_elapsed_ms_total": 453.31,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2cf0329fbf639bc5/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_a/c10/artifacts/v2q_c10_2fcf1ac47aea66f9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2fcf1ac47aea66f9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..32fcde1f8eace2664d6dd3d10dc3c477a846b5b4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2fcf1ac47aea66f9/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:08:45.907552+00:00",
+  "ended_at": "2026-05-19T16:08:54.414777+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_2fcf1ac47aea66f9",
+    "problem_id": "v2p_c10_81270bf09ef20d7e",
+    "dataset_id": "c10",
+    "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=c1.",
+    "bindings": {
+      "group_col": "c1",
+      "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": 3.25,
+      "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=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",
+  "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_a/c10/artifacts/v2q_c10_2fcf1ac47aea66f9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2fcf1ac47aea66f9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0a5f059ce887dd0062232f6ce76bc85ddbc04f8d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_2fcf1ac47aea66f9/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:08:49.054485+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": 3130.67, "started_at": "2026-05-19T16:08:45.922871+00:00", "ended_at": "2026-05-19T16:08:49.053569+00:00", "prompt_metrics": {"chars": 6374, "bytes_utf8": 6374, "lines": 226, "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-2f60-71b1-9cf5-d674544ae868\"}\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": "2026-05-19T16:08:54.414600+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": 4357.94, "started_at": "2026-05-19T16:08:50.055871+00:00", "ended_at": "2026-05-19T16:08:54.413842+00:00", "prompt_metrics": {"chars": 6374, "bytes_utf8": 6374, "lines": 226, "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-3f91-7903-8c4a-e626e3c15263\"}\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_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5883c3601c4b6f76a1bbdb4edf2953b6c0a94eaa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/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=s1, condition_col=s3.
+Result preview: [{"s1": "4", "condition_rate": 0.2544703350945223}, {"s1": "1", "condition_rate": 0.25418705361849686}, {"s1": "3", "condition_rate": 0.25370406377600624}, {"s1": "2", "condition_rate": 0.23367201676991428}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..423d997c6bd8d07241c2fd2f0f66229507d72f48
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_309f0fdbdc548d7e
+-- problem_id: v2p_c10_5c9d62c48120ac3d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s1",
+       AVG(CASE WHEN "s3" = '2' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c10"
+GROUP BY "s1"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..27b14b5e6c2a294356a05b468c5ecd4f5c516361
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/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 \"s1\",\n       AVG(CASE WHEN \"s3\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c10\"\nGROUP BY \"s1\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"s1\\\",\\n       AVG(CASE WHEN \\\"s3\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"s1\", \"condition_rate\"], \"rows\": [{\"s1\": \"4\", \"condition_rate\": 0.2544703350945223}, {\"s1\": \"1\", \"condition_rate\": 0.25418705361849686}, {\"s1\": \"3\", \"condition_rate\": 0.25370406377600624}, {\"s1\": \"2\", \"condition_rate\": 0.23367201676991428}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 492.07}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b46ca0203694774c0b589c846bba48b766db62e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:04:50.788356+00:00",
+  "ended_at": "2026-05-19T16:05:00.369512+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_309f0fdbdc548d7e",
+    "problem_id": "v2p_c10_5c9d62c48120ac3d",
+    "dataset_id": "c10",
+    "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=s1, condition_col=s3.",
+    "bindings": {
+      "group_col": "s1",
+      "condition_col": "s3",
+      "condition_value": "2",
+      "positive_value": "2",
+      "negative_value": "1",
+      "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": 11.0,
+      "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=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/2",
+      "binding_index=99"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_309f0fdbdc548d7e.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_309f0fdbdc548d7e",
+    "api_calls": 0,
+    "input_tokens": 14208,
+    "cached_input_tokens": 12032,
+    "output_tokens": 333,
+    "total_tokens": 14541,
+    "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": 9067.99,
+    "sql_execution_elapsed_ms_total": 492.07,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/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_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..65a8832197a613ae9bb8a72c34c50bb53491d11f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:04:59.875080+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": 9067.99, "started_at": "2026-05-19T16:04:50.805704+00:00", "ended_at": "2026-05-19T16:04:59.873720+00:00", "prompt_metrics": {"chars": 6607, "bytes_utf8": 6607, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 295, "bytes_utf8": 295, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14208, "cached_input_tokens": 12032, "output_tokens": 333, "reasoning_output_tokens": 236}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"s1\\\",\\n       AVG(CASE WHEN \\\"s3\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Grouped condition rate by \\\"s1\\\", measuring the share of rows where \\\"s3\\\" = '2'.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..340e670d15d1f32a68fe32bb669c67e433a6b98d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_309f0fdbdc548d7e",
+  "api_calls": 0,
+  "input_tokens": 14208,
+  "cached_input_tokens": 12032,
+  "output_tokens": 333,
+  "total_tokens": 14541,
+  "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": 9067.99,
+  "sql_execution_elapsed_ms_total": 492.07,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_309f0fdbdc548d7e/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_a/c10/artifacts/v2q_c10_356d3fd16667008d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_356d3fd16667008d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b02272ef50fe358927612874353509a5988e7309
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_356d3fd16667008d/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:08.258476+00:00",
+  "ended_at": "2026-05-19T16:12:16.133639+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_356d3fd16667008d",
+    "problem_id": "v2p_c10_18e8632ecba7c0da",
+    "dataset_id": "c10",
+    "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=c4, measure_col=c5.",
+    "bindings": {
+      "group_col": "c4",
+      "measure_col": "c5",
+      "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": 11.0,
+      "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=1/2",
+      "binding_index=139"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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_a/c10/artifacts/v2q_c10_356d3fd16667008d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_356d3fd16667008d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..08ed788ae72da12bd03f2dd57c5c99baf91486b8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_356d3fd16667008d/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:11.570377+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": 3293.45, "started_at": "2026-05-19T16:12:08.276156+00:00", "ended_at": "2026-05-19T16:12:11.569641+00:00", "prompt_metrics": {"chars": 6452, "bytes_utf8": 6452, "lines": 228, "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\":\"019e4102-45cf-7b82-a347-084b1f694123\"}\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": "2026-05-19T16:12:16.133491+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": 3560.9, "started_at": "2026-05-19T16:12:12.571290+00:00", "ended_at": "2026-05-19T16:12:16.132262+00:00", "prompt_metrics": {"chars": 6452, "bytes_utf8": 6452, "lines": 228, "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\":\"019e4102-568a-74c0-aece-fe1cd49b349c\"}\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_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c0fbfa8e98a4717c2468eae3ec336fced10dc70e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/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=c4, group_col_2=s5.
+Result preview: [{"c4": "5", "s5": "1", "row_count": 6345}, {"c4": "7", "s5": "4", "row_count": 6343}, {"c4": "9", "s5": "3", "row_count": 6342}, {"c4": "3", "s5": "1", "row_count": 6302}, {"c4": "9", "s5": "1", "row_count": 6287}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a491b40a12392f69e3e3e18ee2a265090a6114d1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_37598ada26b5bd6e
+-- problem_id: v2p_c10_f2240d3d82b2145e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c4", "s5", COUNT(*) AS "row_count"
+FROM "c10"
+WHERE CAST("c3" AS REAL) >= 10.0
+GROUP BY "c4", "s5"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ca060ccd5689a5289df9595f1ac27338e35c23e5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/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 \"c4\", \"s5\", COUNT(*) AS \"row_count\"\nFROM \"c10\"\nWHERE CAST(\"c3\" AS REAL) >= 10.0\nGROUP BY \"c4\", \"s5\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"c4\\\", \\\"s5\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"c3\\\" AS REAL) >= 10.0\\nGROUP BY \\\"c4\\\", \\\"s5\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"c4\", \"s5\", \"row_count\"], \"rows\": [{\"c4\": \"5\", \"s5\": \"1\", \"row_count\": 6345}, {\"c4\": \"7\", \"s5\": \"4\", \"row_count\": 6343}, {\"c4\": \"9\", \"s5\": \"3\", \"row_count\": 6342}, {\"c4\": \"3\", \"s5\": \"1\", \"row_count\": 6302}, {\"c4\": \"9\", \"s5\": \"1\", \"row_count\": 6287}, {\"c4\": \"7\", \"s5\": \"2\", \"row_count\": 6266}, {\"c4\": \"4\", \"s5\": \"3\", \"row_count\": 6248}, {\"c4\": \"7\", \"s5\": \"3\", \"row_count\": 6247}, {\"c4\": \"8\", \"s5\": \"4\", \"row_count\": 6239}, {\"c4\": \"2\", \"s5\": \"2\", \"row_count\": 6235}, {\"c4\": \"9\", \"s5\": \"4\", \"row_count\": 6228}, {\"c4\": \"2\", \"s5\": \"3\", \"row_count\": 6217}, {\"c4\": \"8\", \"s5\": \"2\", \"row_count\": 6213}, {\"c4\": \"8\", \"s5\": \"3\", \"row_count\": 6210}, {\"c4\": \"1\", \"s5\": \"4\", \"row_count\": 6208}, {\"c4\": \"6\", \"s5\": \"2\", \"row_count\": 6203}, {\"c4\": \"4\", \"s5\": \"4\", \"row_count\": 6199}, {\"c4\": \"4\", \"s5\": \"2\", \"row_count\": 6195}, {\"c4\": \"6\", \"s5\": \"3\", \"row_count\": 6189}, {\"c4\": \"7\", \"s5\": \"1\", \"row_count\": 6188}, {\"c4\": \"5\", \"s5\": \"2\", \"row_count\": 6186}, {\"c4\": \"2\", \"s5\": \"1\", \"row_count\": 6183}, {\"c4\": \"1\", \"s5\": \"3\", \"row_count\": 6174}, {\"c4\": \"5\", \"s5\": \"4\", \"row_count\": 6172}, {\"c4\": \"3\", \"s5\": \"4\", \"row_count\": 6171}, {\"c4\": \"3\", \"s5\": \"2\", \"row_count\": 6150}, {\"c4\": \"2\", \"s5\": \"4\", \"row_count\": 6147}, {\"c4\": \"6\", \"s5\": \"4\", \"row_count\": 6147}, {\"c4\": \"1\", \"s5\": \"2\", \"row_count\": 6140}, {\"c4\": \"1\", \"s5\": \"1\", \"row_count\": 6129}, {\"c4\": \"9\", \"s5\": \"2\", \"row_count\": 6126}, {\"c4\": \"5\", \"s5\": \"3\", \"row_count\": 6114}, {\"c4\": \"4\", \"s5\": \"1\", \"row_count\": 6079}, {\"c4\": \"3\", \"s5\": \"3\", \"row_count\": 6066}, {\"c4\": \"8\", \"s5\": \"1\", \"row_count\": 6066}, {\"c4\": \"6\", \"s5\": \"1\", \"row_count\": 6062}, {\"c4\": \"10\", \"s5\": \"4\", \"row_count\": 5935}, {\"c4\": \"11\", \"s5\": \"1\", \"row_count\": 5871}, {\"c4\": \"13\", \"s5\": \"1\", \"row_count\": 5846}, {\"c4\": \"10\", \"s5\": \"1\", \"row_count\": 5839}, {\"c4\": \"12\", \"s5\": \"4\", \"row_count\": 5838}, {\"c4\": \"12\", \"s5\": \"3\", \"row_count\": 5835}, {\"c4\": \"12\", \"s5\": \"1\", \"row_count\": 5831}, {\"c4\": \"13\", \"s5\": \"3\", \"row_count\": 5778}, {\"c4\": \"10\", \"s5\": \"3\", \"row_count\": 5769}, {\"c4\": \"11\", \"s5\": \"3\", \"row_count\": 5761}, {\"c4\": \"13\", \"s5\": \"4\", \"row_count\": 5754}, {\"c4\": \"13\", \"s5\": \"2\", \"row_count\": 5726}, {\"c4\": \"11\", \"s5\": \"2\", \"row_count\": 5721}, {\"c4\": \"12\", \"s5\": \"2\", \"row_count\": 5703}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 332.08}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2af2f3c693381e499a73a3adb86a0f43a0922136
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/run_manifest.json
@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:44:01.082837+00:00",
+  "ended_at": "2026-05-19T15:44:21.394538+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_37598ada26b5bd6e",
+    "problem_id": "v2p_c10_f2240d3d82b2145e",
+    "dataset_id": "c10",
+    "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=c4, group_col_2=s5.",
+    "bindings": {
+      "group_col": "c4",
+      "group_col_2": "s5",
+      "predicate_col": "c3",
+      "predicate_op": ">=",
+      "predicate_value": 10.0,
+      "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": 11.0,
+      "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=2",
+      "sql_variant_index=1/1",
+      "binding_index=49"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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_a/c10/sql/v2q_c10_37598ada26b5bd6e.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_37598ada26b5bd6e",
+    "api_calls": 0,
+    "input_tokens": 14242,
+    "cached_input_tokens": 13696,
+    "output_tokens": 453,
+    "total_tokens": 14695,
+    "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": 19964.86,
+    "sql_execution_elapsed_ms_total": 332.08,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/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_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..045a9595ca2978edc279af8926bc1cf59c2c3198
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:44:21.060353+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": 19964.86, "started_at": "2026-05-19T15:44:01.094408+00:00", "ended_at": "2026-05-19T15:44:21.059294+00:00", "prompt_metrics": {"chars": 6675, "bytes_utf8": 6675, "lines": 232, "estimated_tokens": null}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14242, "cached_input_tokens": 13696, "output_tokens": 453, "reasoning_output_tokens": 321}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"c4\\\", \\\"s5\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"c3\\\" AS REAL) >= 10.0\\nGROUP BY \\\"c4\\\", \\\"s5\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"c4\\\", group_col_2=\\\"s5\\\", and predicate_col=\\\"c3\\\". Cast \\\"c3\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab1880e712a1e5c15f7f612915aeb64dca373fce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_37598ada26b5bd6e",
+  "api_calls": 0,
+  "input_tokens": 14242,
+  "cached_input_tokens": 13696,
+  "output_tokens": 453,
+  "total_tokens": 14695,
+  "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": 19964.86,
+  "sql_execution_elapsed_ms_total": 332.08,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_37598ada26b5bd6e/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_a/c10/artifacts/v2q_c10_3810266597bea75c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30eb0a65c0637ce1b25ae9c7bbedbe8e283e930f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/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=s5, measure_col=s1.
+Result preview: [{"s5": "1", "c5": "3", "total_measure": 50862.0, "share_within_group": 7.820820154349795}, {"s5": "4", "c5": "4", "total_measure": 49454.0, "share_within_group": 7.802506066371946}, {"s5": "3", "c5": "2", "total_measure": 49743.0, "share_within_group": 7.79244582508941}, {"s5": "1", "c5": "9", "total_measure": 50638.0, "share_within_group": 7.786376685461935}, {"s5": "2", "c5": "4", "total_measure": 49825.0, "share_within_group": 7.776347106793086}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0fe90094be181a78229d3f2800ccc6c7ed2135fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_3810266597bea75c
+-- problem_id: v2p_c10_45ded4b786cf74b4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s5", "c5",
+       SUM(CAST("s1" AS REAL)) AS total_measure,
+       SUM(CAST("s1" AS REAL)) * 100.0 / SUM(SUM(CAST("s1" AS REAL))) OVER (PARTITION BY "s5") AS share_within_group
+FROM "c10"
+GROUP BY "s5", "c5"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f5b5ce5574da6cdc719844d8eab745d420b77248
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/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 \"s5\", \"c5\",\n       SUM(CAST(\"s1\" AS REAL)) AS total_measure,\n       SUM(CAST(\"s1\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"s1\" AS REAL))) OVER (PARTITION BY \"s5\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"s5\", \"c5\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"s5\\\", \\\"c5\\\",\\n       SUM(CAST(\\\"s1\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"s1\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"s1\\\" AS REAL))) OVER (PARTITION BY \\\"s5\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s5\\\", \\\"c5\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"s5\", \"c5\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"s5\": \"1\", \"c5\": \"3\", \"total_measure\": 50862.0, \"share_within_group\": 7.820820154349795}, {\"s5\": \"4\", \"c5\": \"4\", \"total_measure\": 49454.0, \"share_within_group\": 7.802506066371946}, {\"s5\": \"3\", \"c5\": \"2\", \"total_measure\": 49743.0, \"share_within_group\": 7.79244582508941}, {\"s5\": \"1\", \"c5\": \"9\", \"total_measure\": 50638.0, \"share_within_group\": 7.786376685461935}, {\"s5\": \"2\", \"c5\": \"4\", \"total_measure\": 49825.0, \"share_within_group\": 7.776347106793086}, {\"s5\": \"1\", \"c5\": \"8\", \"total_measure\": 50568.0, \"share_within_group\": 7.7756131014344785}, {\"s5\": \"4\", \"c5\": \"9\", \"total_measure\": 49279.0, \"share_within_group\": 7.774895790931839}, {\"s5\": \"2\", \"c5\": \"6\", \"total_measure\": 49800.0, \"share_within_group\": 7.772445276834835}, {\"s5\": \"3\", \"c5\": \"7\", \"total_measure\": 49584.0, \"share_within_group\": 7.767537820220601}, {\"s5\": \"2\", \"c5\": \"9\", \"total_measure\": 49713.0, \"share_within_group\": 7.758866908580124}, {\"s5\": \"4\", \"c5\": \"2\", \"total_measure\": 49167.0, \"share_within_group\": 7.75722521465017}, {\"s5\": \"4\", \"c5\": \"1\", \"total_measure\": 49122.0, \"share_within_group\": 7.7501254295369995}, {\"s5\": \"2\", \"c5\": \"5\", \"total_measure\": 49645.0, \"share_within_group\": 7.748253931093683}, {\"s5\": \"2\", \"c5\": \"3\", \"total_measure\": 49639.0, \"share_within_group\": 7.7473174919037024}, {\"s5\": \"3\", \"c5\": \"8\", \"total_measure\": 49367.0, \"share_within_group\": 7.733543876468828}, {\"s5\": \"2\", \"c5\": \"2\", \"total_measure\": 49515.0, \"share_within_group\": 7.7279644153107805}, {\"s5\": \"1\", \"c5\": \"6\", \"total_measure\": 50224.0, \"share_within_group\": 7.7227177742138355}, {\"s5\": \"3\", \"c5\": \"3\", \"total_measure\": 49296.0, \"share_within_group\": 7.722421434043133}, {\"s5\": \"1\", \"c5\": \"10\", \"total_measure\": 50189.0, \"share_within_group\": 7.717335982200107}, {\"s5\": \"3\", \"c5\": \"5\", \"total_measure\": 49242.0, \"share_within_group\": 7.713962111634858}, {\"s5\": \"3\", \"c5\": \"9\", \"total_measure\": 49204.0, \"share_within_group\": 7.708009255125331}, {\"s5\": \"3\", \"c5\": \"10\", \"total_measure\": 49154.0, \"share_within_group\": 7.700176549191743}, {\"s5\": \"2\", \"c5\": \"11\", \"total_measure\": 49336.0, \"share_within_group\": 7.700027312809707}, {\"s5\": \"1\", \"c5\": \"2\", \"total_measure\": 50066.0, \"share_within_group\": 7.698422827409005}, {\"s5\": \"4\", \"c5\": \"5\", \"total_measure\": 48761.0, \"share_within_group\": 7.69316937562912}, {\"s5\": \"4\", \"c5\": \"10\", \"total_measure\": 48744.0, \"share_within_group\": 7.690487234586366}, {\"s5\": \"3\", \"c5\": \"13\", \"total_measure\": 49040.0, \"share_within_group\": 7.682317979663162}, {\"s5\": \"1\", \"c5\": \"1\", \"total_measure\": 49950.0, \"share_within_group\": 7.680586031020649}, {\"s5\": \"4\", \"c5\": \"8\", \"total_measure\": 48680.0, \"share_within_group\": 7.6803897624254125}, {\"s5\": \"2\", \"c5\": \"10\", \"total_measure\": 49181.0, \"share_within_group\": 7.675835967068555}, {\"s5\": \"4\", \"c5\": \"6\", \"total_measure\": 48634.0, \"share_within_group\": 7.673132204309727}, {\"s5\": \"3\", \"c5\": \"4\", \"total_measure\": 48928.0, \"share_within_group\": 7.664772718371925}, {\"s5\": \"3\", \"c5\": \"11\", \"total_measure\": 48915.0, \"share_within_group\": 7.662736214829192}, {\"s5\": \"4\", \"c5\": \"12\", \"total_measure\": 48567.0, \"share_within_group\": 7.662561413141229}, {\"s5\": \"3\", \"c5\": \"12\", \"total_measure\": 48876.0, \"share_within_group\": 7.656626704200994}, {\"s5\": \"1\", \"c5\": \"13\", \"total_measure\": 49780.0, \"share_within_group\": 7.654445898382541}, {\"s5\": \"2\", \"c5\": \"1\", \"total_measure\": 49026.0, \"share_within_group\": 7.651644621327403}, {\"s5\": \"1\", \"c5\": \"7\", \"total_measure\": 49744.0, \"share_within_group\": 7.648910340882706}, {\"s5\": \"1\", \"c5\": \"12\", \"total_measure\": 49736.0, \"share_within_group\": 7.647680216993854}, {\"s5\": \"4\", \"c5\": \"13\", \"total_measure\": 48449.0, \"share_within_group\": 7.643944198844471}, {\"s5\": \"4\", \"c5\": \"3\", \"total_measure\": 48449.0, \"share_within_group\": 7.643944198844471}, {\"s5\": \"1\", \"c5\": \"11\", \"total_measure\": 49705.0, \"share_within_group\": 7.642913486924552}, {\"s5\": \"1\", \"c5\": \"4\", \"total_measure\": 49674.0, \"share_within_group\": 7.6381467568552495}, {\"s5\": \"4\", \"c5\": \"11\", \"total_measure\": 48325.0, \"share_within_group\": 7.6243803465326225}, {\"s5\": \"2\", \"c5\": \"13\", \"total_measure\": 48839.0, \"share_within_group\": 7.622458933239689}, {\"s5\": \"2\", \"c5\": \"12\", \"total_measure\": 48825.0, \"share_within_group\": 7.620273908463069}, {\"s5\": \"3\", \"c5\": \"1\", \"total_measure\": 48609.0, \"share_within_group\": 7.614800054515634}, {\"s5\": \"4\", \"c5\": \"7\", \"total_measure\": 48191.0, \"share_within_group\": 7.603238764195626}, {\"s5\": \"2\", \"c5\": \"8\", \"total_measure\": 48711.0, \"share_within_group\": 7.6024815638534475}, {\"s5\": \"2\", \"c5\": \"7\", \"total_measure\": 48670.0, \"share_within_group\": 7.596082562721916}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 974.21}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8e89019f908a5d162af0b016d4780794069d52a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:38:52.291914+00:00",
+  "ended_at": "2026-05-19T15:39:07.717047+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_3810266597bea75c",
+    "problem_id": "v2p_c10_45ded4b786cf74b4",
+    "dataset_id": "c10",
+    "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=s5, measure_col=s1.",
+    "bindings": {
+      "group_col": "s5",
+      "measure_col": "s1",
+      "item_col": "c5",
+      "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": 3.25,
+      "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",
+      "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=7",
+      "sql_variant_index=1/2",
+      "binding_index=30"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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_a/c10/sql/v2q_c10_3810266597bea75c.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_3810266597bea75c",
+    "api_calls": 0,
+    "input_tokens": 14266,
+    "cached_input_tokens": 12032,
+    "output_tokens": 640,
+    "total_tokens": 14906,
+    "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": 14430.11,
+    "sql_execution_elapsed_ms_total": 974.21,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/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_a/c10/artifacts/v2q_c10_3810266597bea75c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..657b70b59868dbc423a2dca33a999e009fc58152
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:39:06.738706+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": 14430.11, "started_at": "2026-05-19T15:38:52.307246+00:00", "ended_at": "2026-05-19T15:39:06.737385+00:00", "prompt_metrics": {"chars": 6775, "bytes_utf8": 6775, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 12032, "output_tokens": 640, "reasoning_output_tokens": 473}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"s5\\\", \\\"c5\\\",\\n       SUM(CAST(\\\"s1\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"s1\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"s1\\\" AS REAL))) OVER (PARTITION BY \\\"s5\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s5\\\", \\\"c5\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"s5\\\", item_col=\\\"c5\\\", and measure_col=\\\"s1\\\". Cast \\\"s1\\\" to REAL because the schema stores fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7de5016ea5e44e3ba65c18341384d03be4eafc11
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_3810266597bea75c",
+  "api_calls": 0,
+  "input_tokens": 14266,
+  "cached_input_tokens": 12032,
+  "output_tokens": 640,
+  "total_tokens": 14906,
+  "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": 14430.11,
+  "sql_execution_elapsed_ms_total": 974.21,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3810266597bea75c/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_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1265f41df60941a8cd0806f5c52248313346481d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/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=c5, measure_col=s4.
+Result preview: [{"c5": "1", "percentile_measure": 4.0}, {"c5": "10", "percentile_measure": 4.0}, {"c5": "11", "percentile_measure": 4.0}, {"c5": "12", "percentile_measure": 4.0}, {"c5": "13", "percentile_measure": 4.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ebb7773d7b28b140ca593736d1f0d91dad4c0c09
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/generated_sql.sql
@@ -0,0 +1,54 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_39856f4c7da5eae5
+-- problem_id: v2p_c10_52a72965a73c3065
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "c5",
+    CAST("s4" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c5"
+      ORDER BY CAST("s4" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "c5"
+    ) AS "cnt"
+  FROM "c10"
+  WHERE "c5" IS NOT NULL
+    AND "s4" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "c5",
+    (1.0 + ("cnt" - 1) * 0.95) AS "pos",
+    CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) AS "lower_rn",
+    CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) +
+      CASE
+        WHEN (1.0 + ("cnt" - 1) * 0.95) > CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) THEN 1
+        ELSE 0
+      END AS "upper_rn"
+  FROM "ordered"
+)
+SELECT
+  p."c5",
+  CASE
+    WHEN p."lower_rn" = p."upper_rn" THEN lo."measure"
+    ELSE lo."measure" + (p."pos" - p."lower_rn") * (hi."measure" - lo."measure")
+  END AS "percentile_measure"
+FROM "positions" AS p
+JOIN "ordered" AS lo
+  ON lo."c5" = p."c5"
+ AND lo."rn" = p."lower_rn"
+JOIN "ordered" AS hi
+  ON hi."c5" = p."c5"
+ AND hi."rn" = p."upper_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4d9bc8c8f0a5d413c7b26639f64eb52e737654e0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/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    \"c5\",\n    CAST(\"s4\" AS REAL) AS \"measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"c5\"\n      ORDER BY CAST(\"s4\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"c5\"\n    ) AS \"cnt\"\n  FROM \"c10\"\n  WHERE \"c5\" IS NOT NULL\n    AND \"s4\" IS NOT NULL\n),\n\"positions\" AS (\n  SELECT DISTINCT\n    \"c5\",\n    (1.0 + (\"cnt\" - 1) * 0.95) AS \"pos\",\n    CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER) AS \"lower_rn\",\n    CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER) +\n      CASE\n        WHEN (1.0 + (\"cnt\" - 1) * 0.95) > CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER) THEN 1\n        ELSE 0\n      END AS \"upper_rn\"\n  FROM \"ordered\"\n)\nSELECT\n  p.\"c5\",\n  CASE\n    WHEN p.\"lower_rn\" = p.\"upper_rn\" THEN lo.\"measure\"\n    ELSE lo.\"measure\" + (p.\"pos\" - p.\"lower_rn\") * (hi.\"measure\" - lo.\"measure\")\n  END AS \"percentile_measure\"\nFROM \"positions\" AS p\nJOIN \"ordered\" AS lo\n  ON lo.\"c5\" = p.\"c5\"\n AND lo.\"rn\" = p.\"lower_rn\"\nJOIN \"ordered\" AS hi\n  ON hi.\"c5\" = p.\"c5\"\n AND hi.\"rn\" = p.\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"c5\\\",\\n    CAST(\\\"s4\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c5\\\"\\n      ORDER BY CAST(\\\"s4\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"c5\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"c5\\\" IS NOT NULL\\n    AND \\\"s4\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n  SELECT DISTINCT\\n    \\\"c5\\\",\\n    (1.0 + (\\\"cnt\\\" - 1) * 0.95) AS \\\"pos\\\",\\n    CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER) AS \\\"lower_rn\\\",\\n    CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER) +\\n      CASE\\n        WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.95) > CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER) THEN 1\\n        ELSE 0\\n      END AS \\\"upper_rn\\\"\\n  FROM \\\"ordered\\\"\\n)\\nSELECT\\n  p.\\\"c5\\\",\\n  CASE\\n    WHEN p.\\\"lower_rn\\\" = p.\\\"upper_rn\\\" THEN lo.\\\"measure\\\"\\n    ELSE lo.\\\"measure\\\" + (p.\\\"pos\\\" - p.\\\"lower_rn\\\") * (hi.\\\"measure\\\" - lo.\\\"measure\\\")\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\" AS p\\nJOIN \\\"ordered\\\" AS lo\\n  ON lo.\\\"c5\\\" = p.\\\"c5\\\"\\n AND lo.\\\"rn\\\" = p.\\\"lower_rn\\\"\\nJOIN \\\"ordered\\\" AS hi\\n  ON hi.\\\"c5\\\" = p.\\\"c5\\\"\\n AND hi.\\\"rn\\\" = p.\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"c5\", \"percentile_measure\"], \"rows\": [{\"c5\": \"1\", \"percentile_measure\": 4.0}, {\"c5\": \"10\", \"percentile_measure\": 4.0}, {\"c5\": \"11\", \"percentile_measure\": 4.0}, {\"c5\": \"12\", \"percentile_measure\": 4.0}, {\"c5\": \"13\", \"percentile_measure\": 4.0}, {\"c5\": \"2\", \"percentile_measure\": 4.0}, {\"c5\": \"3\", \"percentile_measure\": 4.0}, {\"c5\": \"4\", \"percentile_measure\": 4.0}, {\"c5\": \"5\", \"percentile_measure\": 4.0}, {\"c5\": \"6\", \"percentile_measure\": 4.0}, {\"c5\": \"7\", \"percentile_measure\": 4.0}, {\"c5\": \"8\", \"percentile_measure\": 4.0}, {\"c5\": \"9\", \"percentile_measure\": 4.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3793.33}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..48bfa427a3804215a7477a3439bed684e29258cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:54:13.351634+00:00",
+  "ended_at": "2026-05-19T15:54:43.670911+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_39856f4c7da5eae5",
+    "problem_id": "v2p_c10_52a72965a73c3065",
+    "dataset_id": "c10",
+    "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=c5, measure_col=s4.",
+    "bindings": {
+      "group_col": "c5",
+      "measure_col": "s4",
+      "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": 3.25,
+      "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 {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=1/2",
+      "binding_index=86"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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_a/c10/sql/v2q_c10_39856f4c7da5eae5.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_39856f4c7da5eae5",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 12032,
+    "output_tokens": 1865,
+    "total_tokens": 16050,
+    "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": 26507.83,
+    "sql_execution_elapsed_ms_total": 3793.33,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/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_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..89bb40ba6c0c0bb115e68d3087905980e8580967
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:54:39.875533+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": 26507.83, "started_at": "2026-05-19T15:54:13.365966+00:00", "ended_at": "2026-05-19T15:54:39.873834+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1449, "bytes_utf8": 1449, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 12032, "output_tokens": 1865, "reasoning_output_tokens": 1347}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"c5\\\",\\n    CAST(\\\"s4\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c5\\\"\\n      ORDER BY CAST(\\\"s4\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"c5\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"c5\\\" IS NOT NULL\\n    AND \\\"s4\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n  SELECT DISTINCT\\n    \\\"c5\\\",\\n    (1.0 + (\\\"cnt\\\" - 1) * 0.95) AS \\\"pos\\\",\\n    CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER) AS \\\"lower_rn\\\",\\n    CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER) +\\n      CASE\\n        WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.95) > CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER) THEN 1\\n        ELSE 0\\n      END AS \\\"upper_rn\\\"\\n  FROM \\\"ordered\\\"\\n)\\nSELECT\\n  p.\\\"c5\\\",\\n  CASE\\n    WHEN p.\\\"lower_rn\\\" = p.\\\"upper_rn\\\" THEN lo.\\\"measure\\\"\\n    ELSE lo.\\\"measure\\\" + (p.\\\"pos\\\" - p.\\\"lower_rn\\\") * (hi.\\\"measure\\\" - lo.\\\"measure\\\")\\n  END AS \\\"percentile_measure\\\""}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f44b6d39306a6900b23a564b0615a0c64fcc2f5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_39856f4c7da5eae5",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 12032,
+  "output_tokens": 1865,
+  "total_tokens": 16050,
+  "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": 26507.83,
+  "sql_execution_elapsed_ms_total": 3793.33,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39856f4c7da5eae5/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_a/c10/artifacts/v2q_c10_39a4088d7df9c8c8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39a4088d7df9c8c8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..31f8142fed6ccfff2fbc6e405dac062abe57f7fa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39a4088d7df9c8c8/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:06:04.580534+00:00",
+  "ended_at": "2026-05-19T16:06:11.408689+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_39a4088d7df9c8c8",
+    "problem_id": "v2p_c10_777d711835bbbd35",
+    "dataset_id": "c10",
+    "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=s3, condition_col=s1.",
+    "bindings": {
+      "group_col": "s3",
+      "condition_col": "s1",
+      "condition_value": "2",
+      "positive_value": "1",
+      "negative_value": "2",
+      "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": 12.0,
+      "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=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=2/2",
+      "binding_index=103"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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_a/c10/artifacts/v2q_c10_39a4088d7df9c8c8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39a4088d7df9c8c8/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ce76a13f431f2acb5eaa800849b6b82fcb8ee15f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_39a4088d7df9c8c8/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:07.444634+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": 2849.67, "started_at": "2026-05-19T16:06:04.594232+00:00", "ended_at": "2026-05-19T16:06:07.443929+00:00", "prompt_metrics": {"chars": 6614, "bytes_utf8": 6614, "lines": 231, "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-b938-7602-99b2-2920bdabe069\"}\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": "2026-05-19T16:06:11.408601+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": 2961.92, "started_at": "2026-05-19T16:06:08.445939+00:00", "ended_at": "2026-05-19T16:06:11.407898+00:00", "prompt_metrics": {"chars": 6614, "bytes_utf8": 6614, "lines": 231, "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-c843-7e12-b64c-ccca20113147\"}\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_a/c10/artifacts/v2q_c10_3a12a32920584860/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5eee1f08ea177908750eb3b8a19296a726e7a4b0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/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=s2, measure_col=s2.
+Result preview: [{"s2": "4", "total_measure": 1026140}, {"s2": "3", "total_measure": 767829}, {"s2": "2", "total_measure": 511722}, {"s2": "1", "total_measure": 256671}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..182949ee13e7cda86e72872fd70da9d14c4f779f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_3a12a32920584860
+-- problem_id: v2p_c10_1eb89cc74dc5b98f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s2", SUM(CAST("s2" AS NUMERIC)) AS total_measure
+FROM "c10"
+GROUP BY "s2"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..51dacf878beb7c28740978faaf998b6dcb0246e7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/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 \"s2\", SUM(CAST(\"s2\" AS NUMERIC)) AS total_measure\nFROM \"c10\"\nGROUP BY \"s2\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s2\\\", SUM(CAST(\\\"s2\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s2\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"s2\", \"total_measure\"], \"rows\": [{\"s2\": \"4\", \"total_measure\": 1026140}, {\"s2\": \"3\", \"total_measure\": 767829}, {\"s2\": \"2\", \"total_measure\": 511722}, {\"s2\": \"1\", \"total_measure\": 256671}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 529.0}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2343556e28492676a5ac5f9d0e2799eca623f88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:29:01.720421+00:00",
+  "ended_at": "2026-05-19T15:29:11.266715+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_3a12a32920584860",
+    "problem_id": "v2p_c10_1eb89cc74dc5b98f",
+    "dataset_id": "c10",
+    "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_conditional_contrast",
+    "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=s2, measure_col=s2.",
+    "bindings": {
+      "group_col": "s2",
+      "measure_col": "s2",
+      "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": 3.25,
+      "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 {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=3",
+      "sql_variant_index=1/2",
+      "binding_index=2"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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_a/c10/sql/v2q_c10_3a12a32920584860.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_3a12a32920584860",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 338,
+    "total_tokens": 14485,
+    "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": 8998.55,
+    "sql_execution_elapsed_ms_total": 529.0,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/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_a/c10/artifacts/v2q_c10_3a12a32920584860/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..eda2a4dada6d2d551b91fb7a106e0cdedae5ae19
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:29:10.735713+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": 8998.55, "started_at": "2026-05-19T15:29:01.735987+00:00", "ended_at": "2026-05-19T15:29:10.734579+00:00", "prompt_metrics": {"chars": 6371, "bytes_utf8": 6371, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 338, "reasoning_output_tokens": 231}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s2\\\", SUM(CAST(\\\"s2\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s2\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"s2\\\" and measure_col=\\\"s2\\\". CAST(\\\"s2\\\" AS NUMERIC) is used because the SQLite schema stores the field as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b01f297cf2b50b0fd34a23d19ad427ba67e74168
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_3a12a32920584860",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 338,
+  "total_tokens": 14485,
+  "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": 8998.55,
+  "sql_execution_elapsed_ms_total": 529.0,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3a12a32920584860/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_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4757b1d6b322beb8fe7c8d36d68df76dc3dca9bb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_3b0e3f38ad47b65b
+-- problem_id: v2p_c10_e198cbe459c6985b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "c4",
+  "s5",
+  SUM(CAST("c5" AS REAL)) AS total_measure,
+  SUM(CAST("c5" AS REAL)) * 100.0 / SUM(SUM(CAST("c5" AS REAL))) OVER (PARTITION BY "c4") AS share_within_group
+FROM "c10"
+GROUP BY "c4", "s5"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7eea0cd6c67e13b4273b53daa9c25132939b6428
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/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  \"c4\",\n  \"s5\",\n  SUM(CAST(\"c5\" AS REAL)) AS total_measure,\n  SUM(CAST(\"c5\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"c5\" AS REAL))) OVER (PARTITION BY \"c4\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"c4\", \"s5\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"c4\\\",\\n  \\\"s5\\\",\\n  SUM(CAST(\\\"c5\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"c5\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c5\\\" AS REAL))) OVER (PARTITION BY \\\"c4\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c4\\\", \\\"s5\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"c4\", \"s5\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"c4\": \"5\", \"s5\": \"1\", \"total_measure\": 140981.0, \"share_within_group\": 25.497448102987402}, {\"c4\": \"11\", \"s5\": \"3\", \"total_measure\": 138149.0, \"share_within_group\": 25.31077607450198}, {\"c4\": \"6\", \"s5\": \"3\", \"total_measure\": 138848.0, \"share_within_group\": 25.248855283878687}, {\"c4\": \"9\", \"s5\": \"1\", \"total_measure\": 138895.0, \"share_within_group\": 25.225154870591567}, {\"c4\": \"13\", \"s5\": \"1\", \"total_measure\": 136305.0, \"share_within_group\": 25.221396137178637}, {\"c4\": \"10\", \"s5\": \"4\", \"total_measure\": 137383.0, \"share_within_group\": 25.183122653683718}, {\"c4\": \"3\", \"s5\": \"1\", \"total_measure\": 140372.0, \"share_within_group\": 25.174408803474904}, {\"c4\": \"9\", \"s5\": \"4\", \"total_measure\": 138582.0, \"share_within_group\": 25.16830996275115}, {\"c4\": \"4\", \"s5\": \"4\", \"total_measure\": 140131.0, \"share_within_group\": 25.167973878512814}, {\"c4\": \"7\", \"s5\": \"4\", \"total_measure\": 139518.0, \"share_within_group\": 25.167491043693786}, {\"c4\": \"12\", \"s5\": \"1\", \"total_measure\": 136450.0, \"share_within_group\": 25.166222484530472}, {\"c4\": \"7\", \"s5\": \"2\", \"total_measure\": 139378.0, \"share_within_group\": 25.142236605226227}, {\"c4\": \"2\", \"s5\": \"1\", \"total_measure\": 140783.0, \"share_within_group\": 25.114079497086916}, {\"c4\": \"8\", \"s5\": \"3\", \"total_measure\": 137610.0, \"share_within_group\": 25.111222221816707}, {\"c4\": \"2\", \"s5\": \"2\", \"total_measure\": 140717.0, \"share_within_group\": 25.102305850788657}, {\"c4\": \"12\", \"s5\": \"4\", \"total_measure\": 136059.0, \"share_within_group\": 25.094108208301442}, {\"c4\": \"4\", \"s5\": \"1\", \"total_measure\": 139719.0, \"share_within_group\": 25.093977366406662}, {\"c4\": \"10\", \"s5\": \"3\", \"total_measure\": 136848.0, \"share_within_group\": 25.08505396527452}, {\"c4\": \"1\", \"s5\": \"4\", \"total_measure\": 140054.0, \"share_within_group\": 25.060345305770426}, {\"c4\": \"1\", \"s5\": \"3\", \"total_measure\": 140048.0, \"share_within_group\": 25.059271705074732}, {\"c4\": \"13\", \"s5\": \"2\", \"total_measure\": 135407.0, \"share_within_group\": 25.05523338650048}, {\"c4\": \"11\", \"s5\": \"1\", \"total_measure\": 136708.0, \"share_within_group\": 25.046765272227933}, {\"c4\": \"3\", \"s5\": \"3\", \"total_measure\": 139586.0, \"share_within_group\": 25.03344703531935}, {\"c4\": \"2\", \"s5\": \"3\", \"total_measure\": 140315.0, \"share_within_group\": 25.030593641517445}, {\"c4\": \"6\", \"s5\": \"2\", \"total_measure\": 137613.0, \"share_within_group\": 25.02427634665532}, {\"c4\": \"3\", \"s5\": \"4\", \"total_measure\": 139455.0, \"share_within_group\": 25.009953407293427}, {\"c4\": \"12\", \"s5\": \"3\", \"total_measure\": 135551.0, \"share_within_group\": 25.000414979850422}, {\"c4\": \"8\", \"s5\": \"4\", \"total_measure\": 136995.0, \"share_within_group\": 24.998996354027906}, {\"c4\": \"10\", \"s5\": \"1\", \"total_measure\": 136278.0, \"share_within_group\": 24.980569568277804}, {\"c4\": \"8\", \"s5\": \"2\", \"total_measure\": 136847.0, \"share_within_group\": 24.97198915332426}, {\"c4\": \"6\", \"s5\": \"4\", \"total_measure\": 137248.0, \"share_within_group\": 24.95790281460145}, {\"c4\": \"4\", \"s5\": \"3\", \"total_measure\": 138949.0, \"share_within_group\": 24.955682914169433}, {\"c4\": \"1\", \"s5\": \"2\", \"total_measure\": 139394.0, \"share_within_group\": 24.94224922924417}, {\"c4\": \"1\", \"s5\": \"1\", \"total_measure\": 139371.0, \"share_within_group\": 24.938133759910677}, {\"c4\": \"13\", \"s5\": \"3\", \"total_measure\": 134686.0, \"share_within_group\": 24.921822091134164}, {\"c4\": \"8\", \"s5\": \"1\", \"total_measure\": 136550.0, \"share_within_group\": 24.91779227083113}, {\"c4\": \"5\", \"s5\": \"2\", \"total_measure\": 137670.0, \"share_within_group\": 24.89862946310691}, {\"c4\": \"7\", \"s5\": \"1\", \"total_measure\": 137969.0, \"share_within_group\": 24.888068720934847}, {\"c4\": \"9\", \"s5\": \"2\", \"total_measure\": 136972.0, \"share_within_group\": 24.87591283296496}, {\"c4\": \"5\", \"s5\": \"4\", \"total_measure\": 137328.0, \"share_within_group\": 24.836776254155197}, {\"c4\": \"11\", \"s5\": \"4\", \"total_measure\": 135552.0, \"share_within_group\": 24.834970346878315}, {\"c4\": \"11\", \"s5\": \"2\", \"total_measure\": 135402.0, \"share_within_group\": 24.80748830639177}, {\"c4\": \"7\", \"s5\": \"3\", \"total_measure\": 137493.0, \"share_within_group\": 24.80220363014514}, {\"c4\": \"13\", \"s5\": \"4\", \"total_measure\": 134036.0, \"share_within_group\": 24.80154838518672}, {\"c4\": \"4\", \"s5\": \"2\", \"total_measure\": 137984.0, \"share_within_group\": 24.78236584091109}, {\"c4\": \"3\", \"s5\": \"2\", \"total_measure\": 138185.0, \"share_within_group\": 24.782190753912317}, {\"c4\": \"6\", \"s5\": \"1\", \"total_measure\": 136209.0, \"share_within_group\": 24.768965554864543}, {\"c4\": \"5\", \"s5\": \"3\", \"total_measure\": 136943.0, \"share_within_group\": 24.76714617975049}, {\"c4\": \"2\", \"s5\": \"4\", \"total_measure\": 138759.0, \"share_within_group\": 24.753021010606986}, {\"c4\": \"10\", \"s5\": \"2\", \"total_measure\": 135027.0, \"share_within_group\": 24.75125381276396}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 948.32}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7082dd0f8ca2afb4bbdda0a1ad3cb99df8e03ca9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:38:39.486090+00:00",
+  "ended_at": "2026-05-19T15:38:52.291354+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_3b0e3f38ad47b65b",
+    "problem_id": "v2p_c10_e198cbe459c6985b",
+    "dataset_id": "c10",
+    "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=c4, measure_col=c5.",
+    "bindings": {
+      "group_col": "c4",
+      "measure_col": "c5",
+      "item_col": "s5",
+      "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": 9.92,
+      "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
+    },
+    "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=6",
+      "sql_variant_index=2/2",
+      "binding_index=29"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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_a/c10/sql/v2q_c10_3b0e3f38ad47b65b.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_3b0e3f38ad47b65b",
+    "api_calls": 0,
+    "input_tokens": 14266,
+    "cached_input_tokens": 13696,
+    "output_tokens": 602,
+    "total_tokens": 14868,
+    "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": 11836.75,
+    "sql_execution_elapsed_ms_total": 948.32,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/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_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6caf1baa9c491545315b29375da43da30564808f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_3b0e3f38ad47b65b",
+  "api_calls": 0,
+  "input_tokens": 14266,
+  "cached_input_tokens": 13696,
+  "output_tokens": 602,
+  "total_tokens": 14868,
+  "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": 11836.75,
+  "sql_execution_elapsed_ms_total": 948.32,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3b0e3f38ad47b65b/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_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..459aff02e9629a944fd01a2955e900789073b986
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/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=c2, measure_col=c3.
+Result preview: [{"c2": "12", "s3": "3", "total_measure": 139233.0, "share_within_group": 25.472557628979143}, {"c2": "4", "s3": "4", "total_measure": 140802.0, "share_within_group": 25.461252610735887}, {"c2": "6", "s3": "3", "total_measure": 140706.0, "share_within_group": 25.28550557173895}, {"c2": "3", "s3": "4", "total_measure": 141072.0, "share_within_group": 25.249909164618767}, {"c2": "2", "s3": "4", "total_measure": 141322.0, "share_within_group": 25.21427908736021}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..70001dc4aabd1c29193ee6b6797f0e054f3dfba2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/generated_sql.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_3bf2d02a0e3ba0b5
+-- problem_id: v2p_c10_77a80f3f1fd79566
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c2", "s3",
+       SUM(CAST("c3" AS REAL)) AS "total_measure",
+       SUM(CAST("c3" AS REAL)) * 100.0 / SUM(SUM(CAST("c3" AS REAL))) OVER (PARTITION BY "c2") AS "share_within_group"
+FROM "c10"
+GROUP BY "c2", "s3"
+ORDER BY "share_within_group" DESC
+LIMIT 15;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2f19fc94ed6a2f8ee474c65256cb26cbda2b84d7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/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 \"c2\", \"s3\",\n       SUM(CAST(\"c3\" AS REAL)) AS \"total_measure\",\n       SUM(CAST(\"c3\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"c3\" AS REAL))) OVER (PARTITION BY \"c2\") AS \"share_within_group\"\nFROM \"c10\"\nGROUP BY \"c2\", \"s3\"\nORDER BY \"share_within_group\" DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"c2\\\", \\\"s3\\\",\\n       SUM(CAST(\\\"c3\\\" AS REAL)) AS \\\"total_measure\\\",\\n       SUM(CAST(\\\"c3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c3\\\" AS REAL))) OVER (PARTITION BY \\\"c2\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c2\\\", \\\"s3\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 15;\", \"columns\": [\"c2\", \"s3\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"c2\": \"12\", \"s3\": \"3\", \"total_measure\": 139233.0, \"share_within_group\": 25.472557628979143}, {\"c2\": \"4\", \"s3\": \"4\", \"total_measure\": 140802.0, \"share_within_group\": 25.461252610735887}, {\"c2\": \"6\", \"s3\": \"3\", \"total_measure\": 140706.0, \"share_within_group\": 25.28550557173895}, {\"c2\": \"3\", \"s3\": \"4\", \"total_measure\": 141072.0, \"share_within_group\": 25.249909164618767}, {\"c2\": \"2\", \"s3\": \"4\", \"total_measure\": 141322.0, \"share_within_group\": 25.21427908736021}, {\"c2\": \"1\", \"s3\": \"4\", \"total_measure\": 141525.0, \"share_within_group\": 25.179158541966153}, {\"c2\": \"7\", \"s3\": \"3\", \"total_measure\": 138737.0, \"share_within_group\": 25.178123559494903}, {\"c2\": \"13\", \"s3\": \"3\", \"total_measure\": 136775.0, \"share_within_group\": 25.177220758804893}, {\"c2\": \"5\", \"s3\": \"3\", \"total_measure\": 138739.0, \"share_within_group\": 25.17474015793752}, {\"c2\": \"12\", \"s3\": \"4\", \"total_measure\": 137523.0, \"share_within_group\": 25.159714599341385}, {\"c2\": \"2\", \"s3\": \"2\", \"total_measure\": 140973.0, \"share_within_group\": 25.15201147579592}, {\"c2\": \"9\", \"s3\": \"2\", \"total_measure\": 136910.0, \"share_within_group\": 25.144076605779226}, {\"c2\": \"11\", \"s3\": \"3\", \"total_measure\": 138407.0, \"share_within_group\": 25.122064551728144}, {\"c2\": \"8\", \"s3\": \"1\", \"total_measure\": 138361.0, \"share_within_group\": 25.110160140540383}, {\"c2\": \"5\", \"s3\": \"1\", \"total_measure\": 138308.0, \"share_within_group\": 25.09653350365811}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 952.46}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..117b216cdba4c7462761d5cf02600c739036cdb7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:34:40.155452+00:00",
+  "ended_at": "2026-05-19T15:34:56.880687+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_3bf2d02a0e3ba0b5",
+    "problem_id": "v2p_c10_77a80f3f1fd79566",
+    "dataset_id": "c10",
+    "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=c2, measure_col=c3.",
+    "bindings": {
+      "group_col": "c2",
+      "measure_col": "c3",
+      "item_col": "s3",
+      "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": 8.92,
+      "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
+    },
+    "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=2",
+      "sql_variant_index=2/2",
+      "binding_index=25"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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_a/c10/sql/v2q_c10_3bf2d02a0e3ba0b5.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_3bf2d02a0e3ba0b5",
+    "api_calls": 0,
+    "input_tokens": 14266,
+    "cached_input_tokens": 13696,
+    "output_tokens": 693,
+    "total_tokens": 14959,
+    "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": 15752.18,
+    "sql_execution_elapsed_ms_total": 952.46,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/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_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ee41c1e0081cb22dbf4227aec86b95b9964f7f88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:34:55.923778+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": 15752.18, "started_at": "2026-05-19T15:34:40.170229+00:00", "ended_at": "2026-05-19T15:34:55.922447+00:00", "prompt_metrics": {"chars": 6777, "bytes_utf8": 6777, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 559, "bytes_utf8": 559, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 13696, "output_tokens": 693, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"c2\\\", \\\"s3\\\",\\n       SUM(CAST(\\\"c3\\\" AS REAL)) AS \\\"total_measure\\\",\\n       SUM(CAST(\\\"c3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c3\\\" AS REAL))) OVER (PARTITION BY \\\"c2\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c2\\\", \\\"s3\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"c2\\\", item_col=\\\"s3\\\", and measure_col=\\\"c3\\\". CAST to REAL is added because the schema stores these fields as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c0d5b5dc98215c2a75ff0d387cdc3a853016773
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_3bf2d02a0e3ba0b5",
+  "api_calls": 0,
+  "input_tokens": 14266,
+  "cached_input_tokens": 13696,
+  "output_tokens": 693,
+  "total_tokens": 14959,
+  "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": 15752.18,
+  "sql_execution_elapsed_ms_total": 952.46,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3bf2d02a0e3ba0b5/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_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71f39192a8cc4d0ca27285ae749ac59546e0d506
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/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=c2, measure_col=s1.
+Result preview: [{"c2": "12", "group_value": 198812}, {"c2": "11", "group_value": 197888}, {"c2": "6", "group_value": 197791}, {"c2": "13", "group_value": 197705}, {"c2": "8", "group_value": 197311}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2fca9398eb920a65426134c66fd9bbe1b79c36a0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_3d42a0a98fd62b6c
+-- problem_id: v2p_c10_838973dc902b31bd
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT "c2", SUM(CAST("s1" AS NUMERIC)) AS "group_value"
+    FROM "c10"
+    GROUP BY "c2"
+), "total" AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM "grouped"
+)
+SELECT g."c2", 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_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ec2505d46b94dc187d87529d75f067fc4d3f6eea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/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 \"c2\", SUM(CAST(\"s1\" AS NUMERIC)) AS \"group_value\"\n    FROM \"c10\"\n    GROUP BY \"c2\"\n), \"total\" AS (\n    SELECT SUM(\"group_value\") AS \"total_value\"\n    FROM \"grouped\"\n)\nSELECT g.\"c2\", 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 \\\"c2\\\", SUM(CAST(\\\"s1\\\" AS NUMERIC)) AS \\\"group_value\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c2\\\"\\n), \\\"total\\\" AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"c2\\\", 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\": [\"c2\", \"group_value\"], \"rows\": [{\"c2\": \"12\", \"group_value\": 198812}, {\"c2\": \"11\", \"group_value\": 197888}, {\"c2\": \"6\", \"group_value\": 197791}, {\"c2\": \"13\", \"group_value\": 197705}, {\"c2\": \"8\", \"group_value\": 197311}, {\"c2\": \"7\", \"group_value\": 197223}, {\"c2\": \"2\", \"group_value\": 197176}, {\"c2\": \"3\", \"group_value\": 197138}, {\"c2\": \"10\", \"group_value\": 196977}, {\"c2\": \"9\", \"group_value\": 196684}, {\"c2\": \"4\", \"group_value\": 196525}, {\"c2\": \"1\", \"group_value\": 196391}, {\"c2\": \"5\", \"group_value\": 195616}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 533.39}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..188306b1dfb2d3edd98b58acabdaf5ba7fd84d5f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:51:49.883496+00:00",
+  "ended_at": "2026-05-19T15:52:01.899290+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_3d42a0a98fd62b6c",
+    "problem_id": "v2p_c10_838973dc902b31bd",
+    "dataset_id": "c10",
+    "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=c2, measure_col=s1.",
+    "bindings": {
+      "group_col": "c2",
+      "measure_col": "s1",
+      "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": 2.98,
+      "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=9",
+      "sql_variant_index=2/2",
+      "binding_index=80"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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_a/c10/sql/v2q_c10_3d42a0a98fd62b6c.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_3d42a0a98fd62b6c",
+    "api_calls": 0,
+    "input_tokens": 14285,
+    "cached_input_tokens": 13696,
+    "output_tokens": 610,
+    "total_tokens": 14895,
+    "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": 11466.57,
+    "sql_execution_elapsed_ms_total": 533.39,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/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_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..18fa957fd1561e7fa67fc183f382f70958332716
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:52:01.363799+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": 11466.57, "started_at": "2026-05-19T15:51:49.896355+00:00", "ended_at": "2026-05-19T15:52:01.362955+00:00", "prompt_metrics": {"chars": 6928, "bytes_utf8": 6928, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 660, "bytes_utf8": 660, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14285, "cached_input_tokens": 13696, "output_tokens": 610, "reasoning_output_tokens": 410}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n    SELECT \\\"c2\\\", SUM(CAST(\\\"s1\\\" AS NUMERIC)) AS \\\"group_value\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c2\\\"\\n), \\\"total\\\" AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"c2\\\", 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 requested Relative-to-Total Extreme Threshold template with group_col=\\\"c2\\\" and measure_col=\\\"s1\\\". CAST(\\\"s1\\\" AS NUMERIC) is used because the schema stores these fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f8867f507a6570a02736e01064779b946f15ba2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_3d42a0a98fd62b6c",
+  "api_calls": 0,
+  "input_tokens": 14285,
+  "cached_input_tokens": 13696,
+  "output_tokens": 610,
+  "total_tokens": 14895,
+  "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": 11466.57,
+  "sql_execution_elapsed_ms_total": 533.39,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3d42a0a98fd62b6c/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_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f2930be2fe2b39a3d791b0e244398f3d36feab7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/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=c1.
+Result preview: [{"c1": "1", "row_count": 79234}, {"c1": "11", "row_count": 79158}, {"c1": "6", "row_count": 79142}, {"c1": "4", "row_count": 79017}, {"c1": "12", "row_count": 78858}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2cb381f488ad8ad777ef13e0fc159e8d9a356872
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_3e8d82dc34e9c81a
+-- problem_id: v2p_c10_31d310c7d5ea96ad
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c1", COUNT(*) AS "row_count"
+FROM "c10"
+GROUP BY "c1"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e40c0d4b8b7c75487777ab0c5e671a327dd16bfd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/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 \"c1\", COUNT(*) AS \"row_count\"\nFROM \"c10\"\nGROUP BY \"c1\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c1\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c1\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"c1\", \"row_count\"], \"rows\": [{\"c1\": \"1\", \"row_count\": 79234}, {\"c1\": \"11\", \"row_count\": 79158}, {\"c1\": \"6\", \"row_count\": 79142}, {\"c1\": \"4\", \"row_count\": 79017}, {\"c1\": \"12\", \"row_count\": 78858}, {\"c1\": \"13\", \"row_count\": 78833}, {\"c1\": \"2\", \"row_count\": 78818}, {\"c1\": \"8\", \"row_count\": 78786}, {\"c1\": \"5\", \"row_count\": 78769}, {\"c1\": \"10\", \"row_count\": 78761}, {\"c1\": \"3\", \"row_count\": 78690}, {\"c1\": \"7\", \"row_count\": 78542}, {\"c1\": \"9\", \"row_count\": 78402}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 449.19}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a4c1c61395d6b2115877684a39589da08f24da0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:32:05.001761+00:00",
+  "ended_at": "2026-05-19T15:32:13.469202+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_3e8d82dc34e9c81a",
+    "problem_id": "v2p_c10_31d310c7d5ea96ad",
+    "dataset_id": "c10",
+    "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=c1.",
+    "bindings": {
+      "group_col": "c1",
+      "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": 3.25,
+      "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=1",
+      "sql_variant_index=1/1",
+      "binding_index=12"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3e8d82dc34e9c81a.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_3e8d82dc34e9c81a",
+    "api_calls": 0,
+    "input_tokens": 14121,
+    "cached_input_tokens": 13696,
+    "output_tokens": 268,
+    "total_tokens": 14389,
+    "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": 7999.42,
+    "sql_execution_elapsed_ms_total": 449.19,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/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_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1366a07b9cf493faccac3fdea614f60260e8c3e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:13.016375+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": 7999.42, "started_at": "2026-05-19T15:32:05.016179+00:00", "ended_at": "2026-05-19T15:32:13.015623+00:00", "prompt_metrics": {"chars": 6293, "bytes_utf8": 6293, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 253, "bytes_utf8": 253, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14121, "cached_input_tokens": 13696, "output_tokens": 268, "reasoning_output_tokens": 194}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c1\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c1\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count distribution for \\\"c1\\\" using the fixed template and single-table schema.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..54883f7f846afde34cf59396d454e778edd0a71d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_3e8d82dc34e9c81a",
+  "api_calls": 0,
+  "input_tokens": 14121,
+  "cached_input_tokens": 13696,
+  "output_tokens": 268,
+  "total_tokens": 14389,
+  "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": 7999.42,
+  "sql_execution_elapsed_ms_total": 449.19,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3e8d82dc34e9c81a/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_a/c10/artifacts/v2q_c10_3f653372ce3d6f6f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3f653372ce3d6f6f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd9e463d74002e6910062086c1ea5ed94a3b9bc0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3f653372ce3d6f6f/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:11:59.743865+00:00",
+  "ended_at": "2026-05-19T16:12:08.257999+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_3f653372ce3d6f6f",
+    "problem_id": "v2p_c10_ba8dacd25c8d3482",
+    "dataset_id": "c10",
+    "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=s4, measure_col=s5.",
+    "bindings": {
+      "group_col": "s4",
+      "measure_col": "s5",
+      "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": 2.98,
+      "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",
+  "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_a/c10/artifacts/v2q_c10_3f653372ce3d6f6f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3f653372ce3d6f6f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..54a661fca85d766ce2af5650da42ed7506e36603
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_3f653372ce3d6f6f/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:04.329586+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": 4570.62, "started_at": "2026-05-19T16:11:59.758115+00:00", "ended_at": "2026-05-19T16:12:04.328763+00:00", "prompt_metrics": {"chars": 6456, "bytes_utf8": 6456, "lines": 228, "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\":\"019e4102-24a0-7913-8513-598a58f160df\"}\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": "2026-05-19T16:12:08.257874+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": 2926.41, "started_at": "2026-05-19T16:12:05.330502+00:00", "ended_at": "2026-05-19T16:12:08.256944+00:00", "prompt_metrics": {"chars": 6456, "bytes_utf8": 6456, "lines": 228, "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\":\"019e4102-3a55-7f81-a936-75f4b3997d65\"}\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_a/c10/artifacts/v2q_c10_429ea51526d39b1c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4535283f5225d74ab72f690c77cc89f80d675b6a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/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=c5, measure_col=c3.
+Result preview: [{"c5": "2", "group_value": 565193}, {"c5": "3", "group_value": 562941}, {"c5": "4", "group_value": 559409}, {"c5": "1", "group_value": 559052}, {"c5": "5", "group_value": 554187}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6b052f8799f3c42b99adf4927e9c93621eef65e2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_429ea51526d39b1c
+-- problem_id: v2p_c10_fa6114b9e4bc18b7
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c5", SUM(CAST("c3" AS INTEGER)) AS "group_value"
+    FROM "c10"
+    GROUP BY "c5"
+), total AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM grouped
+)
+SELECT g."c5", 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_a/c10/artifacts/v2q_c10_429ea51526d39b1c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c9e0699597d2d6b31d073c9c349d2edd7190c443
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/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 \"c5\", SUM(CAST(\"c3\" AS INTEGER)) AS \"group_value\"\n    FROM \"c10\"\n    GROUP BY \"c5\"\n), total AS (\n    SELECT SUM(\"group_value\") AS \"total_value\"\n    FROM grouped\n)\nSELECT g.\"c5\", 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 \\\"c5\\\", SUM(CAST(\\\"c3\\\" AS INTEGER)) AS \\\"group_value\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c5\\\"\\n), total AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM grouped\\n)\\nSELECT g.\\\"c5\\\", 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\": [\"c5\", \"group_value\"], \"rows\": [{\"c5\": \"2\", \"group_value\": 565193}, {\"c5\": \"3\", \"group_value\": 562941}, {\"c5\": \"4\", \"group_value\": 559409}, {\"c5\": \"1\", \"group_value\": 559052}, {\"c5\": \"5\", \"group_value\": 554187}, {\"c5\": \"6\", \"group_value\": 552364}, {\"c5\": \"9\", \"group_value\": 551779}, {\"c5\": \"8\", \"group_value\": 551351}, {\"c5\": \"7\", \"group_value\": 549508}, {\"c5\": \"10\", \"group_value\": 547484}, {\"c5\": \"12\", \"group_value\": 540665}, {\"c5\": \"11\", \"group_value\": 540536}, {\"c5\": \"13\", \"group_value\": 539828}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 544.8}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6b7386cc16e32fda6eee97f3a9cbbaf8b01abb5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:49:39.076860+00:00",
+  "ended_at": "2026-05-19T15:49:51.046157+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_429ea51526d39b1c",
+    "problem_id": "v2p_c10_fa6114b9e4bc18b7",
+    "dataset_id": "c10",
+    "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=c5, measure_col=c3.",
+    "bindings": {
+      "group_col": "c5",
+      "measure_col": "c3",
+      "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": 8.92,
+      "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
+    },
+    "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=4",
+      "sql_variant_index=2/2",
+      "binding_index=75"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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_a/c10/sql/v2q_c10_429ea51526d39b1c.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_429ea51526d39b1c",
+    "api_calls": 0,
+    "input_tokens": 14283,
+    "cached_input_tokens": 12032,
+    "output_tokens": 570,
+    "total_tokens": 14853,
+    "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": 11408.32,
+    "sql_execution_elapsed_ms_total": 544.8,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/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_a/c10/artifacts/v2q_c10_429ea51526d39b1c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ad2d339cdc79f732bc3b2de65ee4d6c8e91eb7da
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:49:50.499247+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": 11408.32, "started_at": "2026-05-19T15:49:39.089911+00:00", "ended_at": "2026-05-19T15:49:50.498264+00:00", "prompt_metrics": {"chars": 6927, "bytes_utf8": 6927, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 619, "bytes_utf8": 619, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 12032, "output_tokens": 570, "reasoning_output_tokens": 395}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"c5\\\", SUM(CAST(\\\"c3\\\" AS INTEGER)) AS \\\"group_value\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c5\\\"\\n), total AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM grouped\\n)\\nSELECT g.\\\"c5\\\", 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=\\\"c5\\\" and measure_col=\\\"c3\\\", casting the TEXT measure to INTEGER for SQLite aggregation.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5d56ce039db65834e5312da108563d5f3bae7df
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_429ea51526d39b1c",
+  "api_calls": 0,
+  "input_tokens": 14283,
+  "cached_input_tokens": 12032,
+  "output_tokens": 570,
+  "total_tokens": 14853,
+  "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": 11408.32,
+  "sql_execution_elapsed_ms_total": 544.8,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_429ea51526d39b1c/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_a/c10/artifacts/v2q_c10_45138b94855d4e26/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..99bf32f648325131068f05fe17902c111ae68f00
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:10:11.742927+00:00",
+  "ended_at": "2026-05-19T16:10:18.767817+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_45138b94855d4e26",
+    "problem_id": "v2p_c10_5c2576fd244974cb",
+    "dataset_id": "c10",
+    "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": "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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=s4.",
+    "bindings": {
+      "group_col": "s4",
+      "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": 10.0,
+      "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=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=2/2",
+      "binding_index=127"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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_a/c10/artifacts/v2q_c10_45138b94855d4e26/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6d2406b16d62636511e980cb5533a6811c5b0ed3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_45138b94855d4e26/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:14.414880+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": 2653.23, "started_at": "2026-05-19T16:10:11.760726+00:00", "ended_at": "2026-05-19T16:10:14.414032+00:00", "prompt_metrics": {"chars": 6374, "bytes_utf8": 6374, "lines": 226, "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\":\"019e4100-7ea5-7d82-a60e-f792f7243d86\"}\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": "2026-05-19T16:10:18.767722+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": 3350.53, "started_at": "2026-05-19T16:10:15.416336+00:00", "ended_at": "2026-05-19T16:10:18.766912+00:00", "prompt_metrics": {"chars": 6374, "bytes_utf8": 6374, "lines": 226, "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\":\"019e4100-8d04-7692-9d49-caebaa181822\"}\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_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a28d63df930cad5e8329af22f981154ef76af1c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/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=c1, measure_col=s3.
+Result preview: [{"c1": "11", "s2": "1", "total_measure": 51022.0, "share_within_group": 25.750349498589387}, {"c1": "5", "s2": "1", "total_measure": 50258.0, "share_within_group": 25.502354469432493}, {"c1": "4", "s2": "1", "total_measure": 50179.0, "share_within_group": 25.42472499911331}, {"c1": "1", "s2": "1", "total_measure": 50259.0, "share_within_group": 25.38166686025665}, {"c1": "6", "s2": "1", "total_measure": 50210.0, "share_within_group": 25.37011773028144}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7b3d14fa3010de44481ce13e63b51a38ddcd4437
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/generated_sql.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_474e11c0d4ef47dd
+-- problem_id: v2p_c10_3ca668798e392c55
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "c1",
+  "s2",
+  SUM(CAST("s3" AS REAL)) AS total_measure,
+  SUM(CAST("s3" AS REAL)) * 100.0 / SUM(SUM(CAST("s3" AS REAL))) OVER (PARTITION BY "c1") AS share_within_group
+FROM "c10"
+GROUP BY "c1", "s2"
+ORDER BY share_within_group DESC
+LIMIT 19;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ebdfc0e4dadb85276ad5eb8a3db9ff1e5eb50e97
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/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  \"c1\",\n  \"s2\",\n  SUM(CAST(\"s3\" AS REAL)) AS total_measure,\n  SUM(CAST(\"s3\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"s3\" AS REAL))) OVER (PARTITION BY \"c1\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"c1\", \"s2\"\nORDER BY share_within_group DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"c1\\\",\\n  \\\"s2\\\",\\n  SUM(CAST(\\\"s3\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"s3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"s3\\\" AS REAL))) OVER (PARTITION BY \\\"c1\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c1\\\", \\\"s2\\\"\\nORDER BY share_within_group DESC\\nLIMIT 19;\", \"columns\": [\"c1\", \"s2\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"c1\": \"11\", \"s2\": \"1\", \"total_measure\": 51022.0, \"share_within_group\": 25.750349498589387}, {\"c1\": \"5\", \"s2\": \"1\", \"total_measure\": 50258.0, \"share_within_group\": 25.502354469432493}, {\"c1\": \"4\", \"s2\": \"1\", \"total_measure\": 50179.0, \"share_within_group\": 25.42472499911331}, {\"c1\": \"1\", \"s2\": \"1\", \"total_measure\": 50259.0, \"share_within_group\": 25.38166686025665}, {\"c1\": \"6\", \"s2\": \"1\", \"total_measure\": 50210.0, \"share_within_group\": 25.37011773028144}, {\"c1\": \"10\", \"s2\": \"1\", \"total_measure\": 49887.0, \"share_within_group\": 25.367518064447236}, {\"c1\": \"13\", \"s2\": \"1\", \"total_measure\": 49911.0, \"share_within_group\": 25.336690508703445}, {\"c1\": \"8\", \"s2\": \"1\", \"total_measure\": 49997.0, \"share_within_group\": 25.320962456888473}, {\"c1\": \"3\", \"s2\": \"2\", \"total_measure\": 49757.0, \"share_within_group\": 25.275450957284146}, {\"c1\": \"7\", \"s2\": \"1\", \"total_measure\": 49544.0, \"share_within_group\": 25.21810833647219}, {\"c1\": \"3\", \"s2\": \"1\", \"total_measure\": 49642.0, \"share_within_group\": 25.217033511294886}, {\"c1\": \"13\", \"s2\": \"2\", \"total_measure\": 49666.0, \"share_within_group\": 25.21231934453858}, {\"c1\": \"2\", \"s2\": \"1\", \"total_measure\": 49745.0, \"share_within_group\": 25.21172374296155}, {\"c1\": \"12\", \"s2\": \"3\", \"total_measure\": 49668.0, \"share_within_group\": 25.197601388029263}, {\"c1\": \"1\", \"s2\": \"2\", \"total_measure\": 49894.0, \"share_within_group\": 25.197335528475403}, {\"c1\": \"5\", \"s2\": \"2\", \"total_measure\": 49590.0, \"share_within_group\": 25.16339205975481}, {\"c1\": \"12\", \"s2\": \"1\", \"total_measure\": 49585.0, \"share_within_group\": 25.15549377517579}, {\"c1\": \"10\", \"s2\": \"2\", \"total_measure\": 49463.0, \"share_within_group\": 25.15191424663246}, {\"c1\": \"9\", \"s2\": \"1\", \"total_measure\": 49274.0, \"share_within_group\": 25.100352507284473}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 915.32}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..786fa17a0a625bc7f1cdafbe30581263985b8187
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:41:17.490383+00:00",
+  "ended_at": "2026-05-19T15:41:38.791060+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_474e11c0d4ef47dd",
+    "problem_id": "v2p_c10_3ca668798e392c55",
+    "dataset_id": "c10",
+    "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=c1, measure_col=s3.",
+    "bindings": {
+      "group_col": "c1",
+      "measure_col": "s3",
+      "item_col": "s2",
+      "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": 2.98,
+      "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_a/c10/sql/v2q_c10_474e11c0d4ef47dd.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_474e11c0d4ef47dd",
+    "api_calls": 0,
+    "input_tokens": 14265,
+    "cached_input_tokens": 13696,
+    "output_tokens": 1089,
+    "total_tokens": 15354,
+    "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": 20368.91,
+    "sql_execution_elapsed_ms_total": 915.32,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/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_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..98ed2eb60287b0ceff448dc0a5a72184780fff34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:41:37.873618+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": 20368.91, "started_at": "2026-05-19T15:41:17.503726+00:00", "ended_at": "2026-05-19T15:41:37.872671+00:00", "prompt_metrics": {"chars": 6772, "bytes_utf8": 6772, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 537, "bytes_utf8": 537, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14265, "cached_input_tokens": 13696, "output_tokens": 1089, "reasoning_output_tokens": 916}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"c1\\\",\\n  \\\"s2\\\",\\n  SUM(CAST(\\\"s3\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"s3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"s3\\\" AS REAL))) OVER (PARTITION BY \\\"c1\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c1\\\", \\\"s2\\\"\\nORDER BY share_within_group DESC\\nLIMIT 19;\",\"notes\":\"Uses the planned template with bound roles group_col=\\\"c1\\\", item_col=\\\"s2\\\", and measure_col=\\\"s3\\\". CAST is applied because the schema stores these numeric-discrete fields as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..83c509900330bf50ba59bd3b75a2027a8b1d76b1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_474e11c0d4ef47dd",
+  "api_calls": 0,
+  "input_tokens": 14265,
+  "cached_input_tokens": 13696,
+  "output_tokens": 1089,
+  "total_tokens": 15354,
+  "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": 20368.91,
+  "sql_execution_elapsed_ms_total": 915.32,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_474e11c0d4ef47dd/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_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..99733ce57881007ce6a521604838125e1a53b248
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/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=c3, measure_col=c3.
+Result preview: [{"c3": "13", "total_measure": 1023945}, {"c3": "12", "total_measure": 946260}, {"c3": "11", "total_measure": 867515}, {"c3": "10", "total_measure": 790730}, {"c3": "9", "total_measure": 705069}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0833972c48f0518f3737e96a89b05cde700d7e41
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_47b5b60a6dc48cfa
+-- problem_id: v2p_c10_ee29777beb245055
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c3", SUM(CAST("c3" AS NUMERIC)) AS total_measure
+FROM "c10"
+GROUP BY "c3"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ae5a5d4f5271f2b39ac9c0ff6fbba59c604c45fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/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 \"c3\", SUM(CAST(\"c3\" AS NUMERIC)) AS total_measure\nFROM \"c10\"\nGROUP BY \"c3\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c3\\\", SUM(CAST(\\\"c3\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c3\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"c3\", \"total_measure\"], \"rows\": [{\"c3\": \"13\", \"total_measure\": 1023945}, {\"c3\": \"12\", \"total_measure\": 946260}, {\"c3\": \"11\", \"total_measure\": 867515}, {\"c3\": \"10\", \"total_measure\": 790730}, {\"c3\": \"9\", \"total_measure\": 705069}, {\"c3\": \"8\", \"total_measure\": 631240}, {\"c3\": \"7\", \"total_measure\": 556108}, {\"c3\": \"6\", \"total_measure\": 471522}, {\"c3\": \"5\", \"total_measure\": 394355}, {\"c3\": \"4\", \"total_measure\": 314992}, {\"c3\": \"3\", \"total_measure\": 235554}, {\"c3\": \"2\", \"total_measure\": 157938}, {\"c3\": \"1\", \"total_measure\": 79069}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 505.24}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f307929916d99101fae97924f499b6dae86f59f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:30:38.511744+00:00",
+  "ended_at": "2026-05-19T15:30:49.757831+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_47b5b60a6dc48cfa",
+    "problem_id": "v2p_c10_ee29777beb245055",
+    "dataset_id": "c10",
+    "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=c3, measure_col=c3.",
+    "bindings": {
+      "group_col": "c3",
+      "measure_col": "c3",
+      "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": 8.92,
+      "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
+    },
+    "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=6",
+      "sql_variant_index=2/2",
+      "binding_index=5"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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_a/c10/sql/v2q_c10_47b5b60a6dc48cfa.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_47b5b60a6dc48cfa",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 455,
+    "total_tokens": 14602,
+    "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": 10724.84,
+    "sql_execution_elapsed_ms_total": 505.24,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/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_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fa5ea9fcb9a6ec638b3f7f2c080bda7da088ba0c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:30:49.250673+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": 10724.84, "started_at": "2026-05-19T15:30:38.524698+00:00", "ended_at": "2026-05-19T15:30:49.249568+00:00", "prompt_metrics": {"chars": 6373, "bytes_utf8": 6373, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 455, "reasoning_output_tokens": 353}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c3\\\", SUM(CAST(\\\"c3\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c3\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col and measure_col both bound to \\\"c3\\\". CAST is added because \\\"c3\\\" is stored as TEXT in the SQLite schema.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..db3657cee7eb099e1fa01f34969290f008a355fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_47b5b60a6dc48cfa",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 455,
+  "total_tokens": 14602,
+  "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": 10724.84,
+  "sql_execution_elapsed_ms_total": 505.24,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47b5b60a6dc48cfa/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_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6859abf3225d0ebfbc4532141331db21a0478163
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/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=c4, measure_col=c5.
+Result preview: [{"c4": "5", "s5": "1", "total_measure": 140981.0, "share_within_group": 25.497448102987402}, {"c4": "11", "s5": "3", "total_measure": 138149.0, "share_within_group": 25.31077607450198}, {"c4": "6", "s5": "3", "total_measure": 138848.0, "share_within_group": 25.248855283878687}, {"c4": "9", "s5": "1", "total_measure": 138895.0, "share_within_group": 25.225154870591567}, {"c4": "13", "s5": "1", "total_measure": 136305.0, "share_within_group": 25.221396137178637}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6d9b7d9cf6cdc5f544ecd01f89a4c0d2ae9de020
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_47db2d0184fcf53f
+-- problem_id: v2p_c10_dc6f65c21dfab506
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c4", "s5",
+       SUM(CAST("c5" AS REAL)) AS total_measure,
+       SUM(CAST("c5" AS REAL)) * 100.0 / SUM(SUM(CAST("c5" AS REAL))) OVER (PARTITION BY "c4") AS share_within_group
+FROM "c10"
+GROUP BY "c4", "s5"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f48f361282ff4b84fffa3b0f2aa421852dbde8ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/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 \"c4\", \"s5\",\n       SUM(CAST(\"c5\" AS REAL)) AS total_measure,\n       SUM(CAST(\"c5\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"c5\" AS REAL))) OVER (PARTITION BY \"c4\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"c4\", \"s5\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"c4\\\", \\\"s5\\\",\\n       SUM(CAST(\\\"c5\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"c5\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c5\\\" AS REAL))) OVER (PARTITION BY \\\"c4\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c4\\\", \\\"s5\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"c4\", \"s5\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"c4\": \"5\", \"s5\": \"1\", \"total_measure\": 140981.0, \"share_within_group\": 25.497448102987402}, {\"c4\": \"11\", \"s5\": \"3\", \"total_measure\": 138149.0, \"share_within_group\": 25.31077607450198}, {\"c4\": \"6\", \"s5\": \"3\", \"total_measure\": 138848.0, \"share_within_group\": 25.248855283878687}, {\"c4\": \"9\", \"s5\": \"1\", \"total_measure\": 138895.0, \"share_within_group\": 25.225154870591567}, {\"c4\": \"13\", \"s5\": \"1\", \"total_measure\": 136305.0, \"share_within_group\": 25.221396137178637}, {\"c4\": \"10\", \"s5\": \"4\", \"total_measure\": 137383.0, \"share_within_group\": 25.183122653683718}, {\"c4\": \"3\", \"s5\": \"1\", \"total_measure\": 140372.0, \"share_within_group\": 25.174408803474904}, {\"c4\": \"9\", \"s5\": \"4\", \"total_measure\": 138582.0, \"share_within_group\": 25.16830996275115}, {\"c4\": \"4\", \"s5\": \"4\", \"total_measure\": 140131.0, \"share_within_group\": 25.167973878512814}, {\"c4\": \"7\", \"s5\": \"4\", \"total_measure\": 139518.0, \"share_within_group\": 25.167491043693786}, {\"c4\": \"12\", \"s5\": \"1\", \"total_measure\": 136450.0, \"share_within_group\": 25.166222484530472}, {\"c4\": \"7\", \"s5\": \"2\", \"total_measure\": 139378.0, \"share_within_group\": 25.142236605226227}, {\"c4\": \"2\", \"s5\": \"1\", \"total_measure\": 140783.0, \"share_within_group\": 25.114079497086916}, {\"c4\": \"8\", \"s5\": \"3\", \"total_measure\": 137610.0, \"share_within_group\": 25.111222221816707}, {\"c4\": \"2\", \"s5\": \"2\", \"total_measure\": 140717.0, \"share_within_group\": 25.102305850788657}, {\"c4\": \"12\", \"s5\": \"4\", \"total_measure\": 136059.0, \"share_within_group\": 25.094108208301442}, {\"c4\": \"4\", \"s5\": \"1\", \"total_measure\": 139719.0, \"share_within_group\": 25.093977366406662}, {\"c4\": \"10\", \"s5\": \"3\", \"total_measure\": 136848.0, \"share_within_group\": 25.08505396527452}, {\"c4\": \"1\", \"s5\": \"4\", \"total_measure\": 140054.0, \"share_within_group\": 25.060345305770426}, {\"c4\": \"1\", \"s5\": \"3\", \"total_measure\": 140048.0, \"share_within_group\": 25.059271705074732}, {\"c4\": \"13\", \"s5\": \"2\", \"total_measure\": 135407.0, \"share_within_group\": 25.05523338650048}, {\"c4\": \"11\", \"s5\": \"1\", \"total_measure\": 136708.0, \"share_within_group\": 25.046765272227933}, {\"c4\": \"3\", \"s5\": \"3\", \"total_measure\": 139586.0, \"share_within_group\": 25.03344703531935}, {\"c4\": \"2\", \"s5\": \"3\", \"total_measure\": 140315.0, \"share_within_group\": 25.030593641517445}, {\"c4\": \"6\", \"s5\": \"2\", \"total_measure\": 137613.0, \"share_within_group\": 25.02427634665532}, {\"c4\": \"3\", \"s5\": \"4\", \"total_measure\": 139455.0, \"share_within_group\": 25.009953407293427}, {\"c4\": \"12\", \"s5\": \"3\", \"total_measure\": 135551.0, \"share_within_group\": 25.000414979850422}, {\"c4\": \"8\", \"s5\": \"4\", \"total_measure\": 136995.0, \"share_within_group\": 24.998996354027906}, {\"c4\": \"10\", \"s5\": \"1\", \"total_measure\": 136278.0, \"share_within_group\": 24.980569568277804}, {\"c4\": \"8\", \"s5\": \"2\", \"total_measure\": 136847.0, \"share_within_group\": 24.97198915332426}, {\"c4\": \"6\", \"s5\": \"4\", \"total_measure\": 137248.0, \"share_within_group\": 24.95790281460145}, {\"c4\": \"4\", \"s5\": \"3\", \"total_measure\": 138949.0, \"share_within_group\": 24.955682914169433}, {\"c4\": \"1\", \"s5\": \"2\", \"total_measure\": 139394.0, \"share_within_group\": 24.94224922924417}, {\"c4\": \"1\", \"s5\": \"1\", \"total_measure\": 139371.0, \"share_within_group\": 24.938133759910677}, {\"c4\": \"13\", \"s5\": \"3\", \"total_measure\": 134686.0, \"share_within_group\": 24.921822091134164}, {\"c4\": \"8\", \"s5\": \"1\", \"total_measure\": 136550.0, \"share_within_group\": 24.91779227083113}, {\"c4\": \"5\", \"s5\": \"2\", \"total_measure\": 137670.0, \"share_within_group\": 24.89862946310691}, {\"c4\": \"7\", \"s5\": \"1\", \"total_measure\": 137969.0, \"share_within_group\": 24.888068720934847}, {\"c4\": \"9\", \"s5\": \"2\", \"total_measure\": 136972.0, \"share_within_group\": 24.87591283296496}, {\"c4\": \"5\", \"s5\": \"4\", \"total_measure\": 137328.0, \"share_within_group\": 24.836776254155197}, {\"c4\": \"11\", \"s5\": \"4\", \"total_measure\": 135552.0, \"share_within_group\": 24.834970346878315}, {\"c4\": \"11\", \"s5\": \"2\", \"total_measure\": 135402.0, \"share_within_group\": 24.80748830639177}, {\"c4\": \"7\", \"s5\": \"3\", \"total_measure\": 137493.0, \"share_within_group\": 24.80220363014514}, {\"c4\": \"13\", \"s5\": \"4\", \"total_measure\": 134036.0, \"share_within_group\": 24.80154838518672}, {\"c4\": \"4\", \"s5\": \"2\", \"total_measure\": 137984.0, \"share_within_group\": 24.78236584091109}, {\"c4\": \"3\", \"s5\": \"2\", \"total_measure\": 138185.0, \"share_within_group\": 24.782190753912317}, {\"c4\": \"6\", \"s5\": \"1\", \"total_measure\": 136209.0, \"share_within_group\": 24.768965554864543}, {\"c4\": \"5\", \"s5\": \"3\", \"total_measure\": 136943.0, \"share_within_group\": 24.76714617975049}, {\"c4\": \"2\", \"s5\": \"4\", \"total_measure\": 138759.0, \"share_within_group\": 24.753021010606986}, {\"c4\": \"10\", \"s5\": \"2\", \"total_measure\": 135027.0, \"share_within_group\": 24.75125381276396}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 947.75}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2e2e5f05e7fe0679f4d9bbc5d7a57fd0d65052b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:38:22.823695+00:00",
+  "ended_at": "2026-05-19T15:38:39.485558+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_47db2d0184fcf53f",
+    "problem_id": "v2p_c10_dc6f65c21dfab506",
+    "dataset_id": "c10",
+    "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=c4, measure_col=c5.",
+    "bindings": {
+      "group_col": "c4",
+      "measure_col": "c5",
+      "item_col": "s5",
+      "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": 11.0,
+      "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=6",
+      "sql_variant_index=1/2",
+      "binding_index=29"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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_a/c10/sql/v2q_c10_47db2d0184fcf53f.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_47db2d0184fcf53f",
+    "api_calls": 0,
+    "input_tokens": 14265,
+    "cached_input_tokens": 12032,
+    "output_tokens": 685,
+    "total_tokens": 14950,
+    "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": 15693.94,
+    "sql_execution_elapsed_ms_total": 947.75,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/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_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..97ba4eae3fcacb116b33223e11516304ee9cdf36
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:38:38.533670+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": 15693.94, "started_at": "2026-05-19T15:38:22.838969+00:00", "ended_at": "2026-05-19T15:38:38.532933+00:00", "prompt_metrics": {"chars": 6770, "bytes_utf8": 6770, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14265, "cached_input_tokens": 12032, "output_tokens": 685, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"c4\\\", \\\"s5\\\",\\n       SUM(CAST(\\\"c5\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"c5\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c5\\\" AS REAL))) OVER (PARTITION BY \\\"c4\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c4\\\", \\\"s5\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"c4\\\", item_col=\\\"s5\\\", and measure_col=\\\"c5\\\". CAST(\\\"c5\\\" AS REAL) is used because the schema stores fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..321cb1056fade1efcd157169fa69e9400f94ee2b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_47db2d0184fcf53f",
+  "api_calls": 0,
+  "input_tokens": 14265,
+  "cached_input_tokens": 12032,
+  "output_tokens": 685,
+  "total_tokens": 14950,
+  "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": 15693.94,
+  "sql_execution_elapsed_ms_total": 947.75,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_47db2d0184fcf53f/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_a/c10/artifacts/v2q_c10_4c336080e132098a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c72d44299d3607c2bbf36fc11508d1227bd7a5a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/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=c1, condition_col=s4.
+Result preview: [{"c1": "8", "condition_rate": 0.252722564922702}, {"c1": "3", "condition_rate": 0.2516584064048799}, {"c1": "13", "condition_rate": 0.25154440399325156}, {"c1": "1", "condition_rate": 0.2514829492389631}, {"c1": "10", "condition_rate": 0.25141884943055576}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8fc6ea0ae2053c3533dfedf61547e4254593c139
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_4c336080e132098a
+-- problem_id: v2p_c10_4bd60f608cfa302a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c1",
+       AVG(CASE WHEN "s4" = '2' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "c10"
+GROUP BY "c1"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..27a38e155f000367878d34c4acd37ec11f8c9fa1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/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 \"c1\",\n       AVG(CASE WHEN \"s4\" = '2' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c10\"\nGROUP BY \"c1\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"c1\\\",\\n       AVG(CASE WHEN \\\"s4\\\" = '2' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c1\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"c1\", \"condition_rate\"], \"rows\": [{\"c1\": \"8\", \"condition_rate\": 0.252722564922702}, {\"c1\": \"3\", \"condition_rate\": 0.2516584064048799}, {\"c1\": \"13\", \"condition_rate\": 0.25154440399325156}, {\"c1\": \"1\", \"condition_rate\": 0.2514829492389631}, {\"c1\": \"10\", \"condition_rate\": 0.25141884943055576}, {\"c1\": \"6\", \"condition_rate\": 0.25115614970559247}, {\"c1\": \"9\", \"condition_rate\": 0.2503762659115839}, {\"c1\": \"4\", \"condition_rate\": 0.24951592695242797}, {\"c1\": \"11\", \"condition_rate\": 0.2494252002324465}, {\"c1\": \"7\", \"condition_rate\": 0.24924244353339614}, {\"c1\": \"5\", \"condition_rate\": 0.24909545633434474}, {\"c1\": \"12\", \"condition_rate\": 0.2484338938344873}, {\"c1\": \"2\", \"condition_rate\": 0.24744347737826386}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 592.37}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..48ca7828ac1880d27aa199e584a1dd4c4ce0c6c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:05:08.065385+00:00",
+  "ended_at": "2026-05-19T16:05:19.270518+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_4c336080e132098a",
+    "problem_id": "v2p_c10_4bd60f608cfa302a",
+    "dataset_id": "c10",
+    "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=c1, condition_col=s4.",
+    "bindings": {
+      "group_col": "c1",
+      "condition_col": "s4",
+      "condition_value": "2",
+      "positive_value": "2",
+      "negative_value": "4",
+      "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": 3.25,
+      "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=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_a/c10/sql/v2q_c10_4c336080e132098a.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_4c336080e132098a",
+    "api_calls": 0,
+    "input_tokens": 14209,
+    "cached_input_tokens": 12032,
+    "output_tokens": 343,
+    "total_tokens": 14552,
+    "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": 10589.35,
+    "sql_execution_elapsed_ms_total": 592.37,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/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_a/c10/artifacts/v2q_c10_4c336080e132098a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5ab0a2ed2a831824c397d8df4d8b4b2821938600
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:05:18.675525+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": 10589.35, "started_at": "2026-05-19T16:05:08.085139+00:00", "ended_at": "2026-05-19T16:05:18.674524+00:00", "prompt_metrics": {"chars": 6621, "bytes_utf8": 6621, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 313, "bytes_utf8": 313, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14209, "cached_input_tokens": 12032, "output_tokens": 343, "reasoning_output_tokens": 241}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"c1\\\",\\n       AVG(CASE WHEN \\\"s4\\\" = '2' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c1\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Grouped by \\\"c1\\\" and computed the within-group proportion of rows where \\\"s4\\\" equals '2'.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..77b01b6ed2f18e88ccb8a3956732f830566f4b78
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_4c336080e132098a",
+  "api_calls": 0,
+  "input_tokens": 14209,
+  "cached_input_tokens": 12032,
+  "output_tokens": 343,
+  "total_tokens": 14552,
+  "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": 10589.35,
+  "sql_execution_elapsed_ms_total": 592.37,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4c336080e132098a/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_a/c10/artifacts/v2q_c10_4cae26a440f4469e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f95e00c94376dc9ec555994b494bc8429dc21751
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/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=c2.
+Result preview: [{"c2": "13"}, {"c2": "13"}, {"c2": "13"}, {"c2": "13"}, {"c2": "13"}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d766c53a22af4d497d0890d8d5b5c143d0afaa29
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/generated_sql.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_4cae26a440f4469e
+-- problem_id: v2p_c10_c67035082fa32981
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "c2",
+           NTILE(10) OVER (ORDER BY CAST("c2" AS INTEGER) DESC) AS tail_bucket
+    FROM "c10"
+)
+SELECT "c2"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("c2" AS INTEGER) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..83f872494927a20f2f5fbd1ef2568964f983f013
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/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 \"c2\",\n           NTILE(10) OVER (ORDER BY CAST(\"c2\" AS INTEGER) DESC) AS tail_bucket\n    FROM \"c10\"\n)\nSELECT \"c2\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"c2\" AS INTEGER) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT \\\"c2\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"c2\\\" AS INTEGER) DESC) AS tail_bucket\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"c2\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"c2\\\" AS INTEGER) DESC;\", \"columns\": [\"c2\"], \"rows\": [{\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}, {\"c2\": \"13\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1390.46}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..68d173547719d75dfd8253bc4017aaf3eb4cdecf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:46:45.316259+00:00",
+  "ended_at": "2026-05-19T15:46:56.111487+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_4cae26a440f4469e",
+    "problem_id": "v2p_c10_c67035082fa32981",
+    "dataset_id": "c10",
+    "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=c2.",
+    "bindings": {
+      "measure_col": "c2",
+      "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": 12.0,
+      "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=4",
+      "sql_variant_index=1/1",
+      "binding_index=63"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "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_a/c10/sql/v2q_c10_4cae26a440f4469e.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_4cae26a440f4469e",
+    "api_calls": 0,
+    "input_tokens": 14201,
+    "cached_input_tokens": 13696,
+    "output_tokens": 381,
+    "total_tokens": 14582,
+    "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": 9373.27,
+    "sql_execution_elapsed_ms_total": 1390.46,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/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_a/c10/artifacts/v2q_c10_4cae26a440f4469e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..79b9e57186f7e2d02c339d3b32ebac59d3ef3fd0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:46:54.712452+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": 9373.27, "started_at": "2026-05-19T15:46:45.338308+00:00", "ended_at": "2026-05-19T15:46:54.711610+00:00", "prompt_metrics": {"chars": 6553, "bytes_utf8": 6553, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14201, "cached_input_tokens": 13696, "output_tokens": 381, "reasoning_output_tokens": 241}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT \\\"c2\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"c2\\\" AS INTEGER) DESC) AS tail_bucket\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"c2\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"c2\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"c2\\\" and num_tiles=10. CAST is used because \\\"c2\\\" is stored as TEXT in SQLite but represents numeric discrete values.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8c70be1cecad794c3cf9ac6b7860396df2b0bbc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_4cae26a440f4469e",
+  "api_calls": 0,
+  "input_tokens": 14201,
+  "cached_input_tokens": 13696,
+  "output_tokens": 381,
+  "total_tokens": 14582,
+  "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": 9373.27,
+  "sql_execution_elapsed_ms_total": 1390.46,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4cae26a440f4469e/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_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ac3e5ffad9102a65719326fe189f9c382963da8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/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=s3, measure_col=s3.
+Result preview: [{"s3": "4", "total_measure": 1026124}, {"s3": "3", "total_measure": 770703}, {"s3": "2", "total_measure": 510494}, {"s3": "1", "total_measure": 256331}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..93e68025cf7093db67b5393515d82fbeb6eb0080
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_4d1f539dd71b787e
+-- problem_id: v2p_c10_32c705e00f15d6a1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s3", SUM(CAST("s3" AS INTEGER)) AS "total_measure"
+FROM "c10"
+GROUP BY "s3"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8388743d00236605156a28c47a671f2862c53373
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/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 \"s3\", SUM(CAST(\"s3\" AS INTEGER)) AS \"total_measure\"\nFROM \"c10\"\nGROUP BY \"s3\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s3\\\", SUM(CAST(\\\"s3\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s3\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"s3\", \"total_measure\"], \"rows\": [{\"s3\": \"4\", \"total_measure\": 1026124}, {\"s3\": \"3\", \"total_measure\": 770703}, {\"s3\": \"2\", \"total_measure\": 510494}, {\"s3\": \"1\", \"total_measure\": 256331}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 426.4}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f20a0ef1b734119fb27ecfbee2210c8a3980efd5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:29:44.064030+00:00",
+  "ended_at": "2026-05-19T15:30:05.046828+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_4d1f539dd71b787e",
+    "problem_id": "v2p_c10_32c705e00f15d6a1",
+    "dataset_id": "c10",
+    "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=s3, measure_col=s3.",
+    "bindings": {
+      "group_col": "s3",
+      "measure_col": "s3",
+      "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": 3.25,
+      "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 {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=5",
+      "sql_variant_index=1/2",
+      "binding_index=4"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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_a/c10/sql/v2q_c10_4d1f539dd71b787e.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_4d1f539dd71b787e",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 319,
+    "total_tokens": 14466,
+    "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": 20538.3,
+    "sql_execution_elapsed_ms_total": 426.4,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/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_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f3a4ebccaed320436726206458f776ccbde0ddf1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:30:04.618257+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": 20538.3, "started_at": "2026-05-19T15:29:44.078377+00:00", "ended_at": "2026-05-19T15:30:04.616713+00:00", "prompt_metrics": {"chars": 6371, "bytes_utf8": 6371, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 334, "bytes_utf8": 334, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 319, "reasoning_output_tokens": 216}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s3\\\", SUM(CAST(\\\"s3\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s3\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with group_col=\\\"s3\\\" and measure_col=\\\"s3\\\". CAST is used because the schema stores \\\"s3\\\" as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8aaeed39f55f61e105e7fc13f744f5ecdb0826ff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_4d1f539dd71b787e",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 319,
+  "total_tokens": 14466,
+  "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": 20538.3,
+  "sql_execution_elapsed_ms_total": 426.4,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4d1f539dd71b787e/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_a/c10/artifacts/v2q_c10_4e32484374bab499/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c7737defd409286a82d961e4873299f90dbeb4db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/final_answer.txt
@@ -0,0 +1 @@
+No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=c1, measure_col=s5.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e1b8b76d2a36eb34a339eacacd746fb3022dc4e9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_4e32484374bab499
+-- problem_id: v2p_c10_a301188e19e9168f
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT "c1", SUM(CAST("s5" AS NUMERIC)) AS "group_value"
+  FROM "c10"
+  GROUP BY "c1"
+), "total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT g."c1", 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_a/c10/artifacts/v2q_c10_4e32484374bab499/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..87bcf88b755e63cbeeb2563b5c072d8efb334c14
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/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 \"c1\", SUM(CAST(\"s5\" AS NUMERIC)) AS \"group_value\"\n  FROM \"c10\"\n  GROUP BY \"c1\"\n), \"total\" AS (\n  SELECT SUM(\"group_value\") AS \"total_value\"\n  FROM \"grouped\"\n)\nSELECT g.\"c1\", 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 \\\"c1\\\", SUM(CAST(\\\"s5\\\" AS NUMERIC)) AS \\\"group_value\\\"\\n  FROM \\\"c10\\\"\\n  GROUP BY \\\"c1\\\"\\n), \\\"total\\\" AS (\\n  SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n  FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"c1\\\", 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\": [\"c1\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 613.64}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..130e20fcf6ca2c45d280a5cb52d511d88faceaaf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:50:40.814608+00:00",
+  "ended_at": "2026-05-19T15:50:57.882981+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_4e32484374bab499",
+    "problem_id": "v2p_c10_a301188e19e9168f",
+    "dataset_id": "c10",
+    "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=c1, measure_col=s5.",
+    "bindings": {
+      "group_col": "c1",
+      "measure_col": "s5",
+      "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": 3.25,
+      "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=7",
+      "sql_variant_index=1/2",
+      "binding_index=78"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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_a/c10/sql/v2q_c10_4e32484374bab499.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_4e32484374bab499",
+    "api_calls": 0,
+    "input_tokens": 14283,
+    "cached_input_tokens": 13696,
+    "output_tokens": 575,
+    "total_tokens": 14858,
+    "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": 16434.77,
+    "sql_execution_elapsed_ms_total": 613.64,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/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_a/c10/artifacts/v2q_c10_4e32484374bab499/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..872a486007df5b02ae598014de045e227ec020de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:50:57.266699+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": 16434.77, "started_at": "2026-05-19T15:50:40.829980+00:00", "ended_at": "2026-05-19T15:50:57.264795+00:00", "prompt_metrics": {"chars": 6925, "bytes_utf8": 6925, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 645, "bytes_utf8": 645, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 13696, "output_tokens": 575, "reasoning_output_tokens": 374}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n  SELECT \\\"c1\\\", SUM(CAST(\\\"s5\\\" AS NUMERIC)) AS \\\"group_value\\\"\\n  FROM \\\"c10\\\"\\n  GROUP BY \\\"c1\\\"\\n), \\\"total\\\" AS (\\n  SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n  FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"c1\\\", 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 Relative-to-Total Extreme Threshold template with group_col=\\\"c1\\\", measure_col=\\\"s5\\\", and fraction_threshold=0.1. Cast \\\"s5\\\" to NUMERIC because the schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6cd7329f76001575deeb34c17768a48aec11812
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_4e32484374bab499",
+  "api_calls": 0,
+  "input_tokens": 14283,
+  "cached_input_tokens": 13696,
+  "output_tokens": 575,
+  "total_tokens": 14858,
+  "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": 16434.77,
+  "sql_execution_elapsed_ms_total": 613.64,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e32484374bab499/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_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6f4acc5fe0093b20c6cc80797e04261902c7a268
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/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=s5, measure_col=s3.
+Result preview: [{"s5": "1", "group_value": 651249.0}, {"s5": "2", "group_value": 641369.0}, {"s5": "3", "group_value": 637277.0}, {"s5": "4", "group_value": 633757.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5aada07dbaabebe53fc641963b28af2111eedb1b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_4e899ca77c900d9b
+-- problem_id: v2p_c10_0d9fff3bbc340699
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s5" AS "s5", SUM(CAST("s3" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "s5"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."s5", 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_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6f2860fd970ebfa82d81e514e30115056cf5eee8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/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 \"s5\" AS \"s5\", SUM(CAST(\"s3\" AS REAL)) AS group_value\n    FROM \"c10\"\n    GROUP BY \"s5\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"s5\", 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 \\\"s5\\\" AS \\\"s5\\\", SUM(CAST(\\\"s3\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s5\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"s5\\\", 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\": [\"s5\", \"group_value\"], \"rows\": [{\"s5\": \"1\", \"group_value\": 651249.0}, {\"s5\": \"2\", \"group_value\": 641369.0}, {\"s5\": \"3\", \"group_value\": 637277.0}, {\"s5\": \"4\", \"group_value\": 633757.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 482.74}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..82a575ec2ca58b7ce6187bbe0889979173a51147
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:49:02.004777+00:00",
+  "ended_at": "2026-05-19T15:49:13.796912+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_4e899ca77c900d9b",
+    "problem_id": "v2p_c10_0d9fff3bbc340699",
+    "dataset_id": "c10",
+    "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=s5, measure_col=s3.",
+    "bindings": {
+      "group_col": "s5",
+      "measure_col": "s3",
+      "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": 3.25,
+      "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=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_a/c10/sql/v2q_c10_4e899ca77c900d9b.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_4e899ca77c900d9b",
+    "api_calls": 0,
+    "input_tokens": 14283,
+    "cached_input_tokens": 13696,
+    "output_tokens": 527,
+    "total_tokens": 14810,
+    "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": 11292.89,
+    "sql_execution_elapsed_ms_total": 482.74,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/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_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9a47ca3cd24d8a77e5d65b1bf70c5af2e31310db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:49:13.311967+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": 11292.89, "started_at": "2026-05-19T15:49:02.018326+00:00", "ended_at": "2026-05-19T15:49:13.311240+00:00", "prompt_metrics": {"chars": 6925, "bytes_utf8": 6925, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 602, "bytes_utf8": 602, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 13696, "output_tokens": 527, "reasoning_output_tokens": 357}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"s5\\\" AS \\\"s5\\\", SUM(CAST(\\\"s3\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s5\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"s5\\\", 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 planned Relative-to-Total Extreme Threshold template with group_col=\\\"s5\\\" and measure_col=\\\"s3\\\". CAST was added because the schema stores feature columns as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf729563b667b68f8bcd11c84cdd33c03b5c9786
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_4e899ca77c900d9b",
+  "api_calls": 0,
+  "input_tokens": 14283,
+  "cached_input_tokens": 13696,
+  "output_tokens": 527,
+  "total_tokens": 14810,
+  "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": 11292.89,
+  "sql_execution_elapsed_ms_total": 482.74,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_4e899ca77c900d9b/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_a/c10/artifacts/v2q_c10_511961ab36a20019/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..de3b17394b0570886b59b9af4dfc4807cc4604f8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/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=s4, measure_col=s5.
+Result preview: [{"s4": "2", "c4": "7", "total_measure": 50450, "share_within_group": 7.839170368712931}, {"s4": "1", "c4": "7", "total_measure": 50563, "share_within_group": 7.821229914429437}, {"s4": "3", "c4": "2", "total_measure": 49931, "share_within_group": 7.795957050492371}, {"s4": "4", "c4": "13", "total_measure": 49085, "share_within_group": 7.7741297361848245}, {"s4": "4", "c4": "3", "total_measure": 49003, "share_within_group": 7.7611424969392875}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ea85334ddf16908b03d46c43f8894a65f52087b6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_511961ab36a20019
+-- problem_id: v2p_c10_5445ac8e01cac263
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s4", "c4",
+       SUM(CAST("s5" AS INTEGER)) AS total_measure,
+       SUM(CAST("s5" AS INTEGER)) * 100.0 / SUM(SUM(CAST("s5" AS INTEGER))) OVER (PARTITION BY "s4") AS share_within_group
+FROM "c10"
+GROUP BY "s4", "c4"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8ef607c55493a5cf1c78ffcd162dafcab80f7f3a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/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 \"s4\", \"c4\",\n       SUM(CAST(\"s5\" AS INTEGER)) AS total_measure,\n       SUM(CAST(\"s5\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"s5\" AS INTEGER))) OVER (PARTITION BY \"s4\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"s4\", \"c4\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"s4\\\", \\\"c4\\\",\\n       SUM(CAST(\\\"s5\\\" AS INTEGER)) AS total_measure,\\n       SUM(CAST(\\\"s5\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"s5\\\" AS INTEGER))) OVER (PARTITION BY \\\"s4\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s4\\\", \\\"c4\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"s4\", \"c4\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"s4\": \"2\", \"c4\": \"7\", \"total_measure\": 50450, \"share_within_group\": 7.839170368712931}, {\"s4\": \"1\", \"c4\": \"7\", \"total_measure\": 50563, \"share_within_group\": 7.821229914429437}, {\"s4\": \"3\", \"c4\": \"2\", \"total_measure\": 49931, \"share_within_group\": 7.795957050492371}, {\"s4\": \"4\", \"c4\": \"13\", \"total_measure\": 49085, \"share_within_group\": 7.7741297361848245}, {\"s4\": \"4\", \"c4\": \"3\", \"total_measure\": 49003, \"share_within_group\": 7.7611424969392875}, {\"s4\": \"3\", \"c4\": \"10\", \"total_measure\": 49644, \"share_within_group\": 7.751146418350188}, {\"s4\": \"1\", \"c4\": \"11\", \"total_measure\": 50090, \"share_within_group\": 7.748064917306539}, {\"s4\": \"2\", \"c4\": \"12\", \"total_measure\": 49830, \"share_within_group\": 7.7428317041222074}, {\"s4\": \"2\", \"c4\": \"9\", \"total_measure\": 49812, \"share_within_group\": 7.740034775150218}, {\"s4\": \"4\", \"c4\": \"7\", \"total_measure\": 48857, \"share_within_group\": 7.738018875843577}, {\"s4\": \"2\", \"c4\": \"3\", \"total_measure\": 49741, \"share_within_group\": 7.729002444205151}, {\"s4\": \"1\", \"c4\": \"12\", \"total_measure\": 49962, \"share_within_group\": 7.728265510051293}, {\"s4\": \"3\", \"c4\": \"4\", \"total_measure\": 49492, \"share_within_group\": 7.727413958121576}, {\"s4\": \"3\", \"c4\": \"9\", \"total_measure\": 49485, \"share_within_group\": 7.7263210158742055}, {\"s4\": \"1\", \"c4\": \"10\", \"total_measure\": 49949, \"share_within_group\": 7.726254632751932}, {\"s4\": \"4\", \"c4\": \"10\", \"total_measure\": 48677, \"share_within_group\": 7.70951030188996}, {\"s4\": \"1\", \"c4\": \"5\", \"total_measure\": 49840, \"share_within_group\": 7.709394200011137}, {\"s4\": \"2\", \"c4\": \"11\", \"total_measure\": 49582, \"share_within_group\": 7.7042962382859175}, {\"s4\": \"1\", \"c4\": \"13\", \"total_measure\": 49801, \"share_within_group\": 7.7033615681130545}, {\"s4\": \"3\", \"c4\": \"5\", \"total_measure\": 49337, \"share_within_group\": 7.7032130940726615}, {\"s4\": \"3\", \"c4\": \"1\", \"total_measure\": 49320, \"share_within_group\": 7.70055880575762}, {\"s4\": \"4\", \"c4\": \"6\", \"total_measure\": 48598, \"share_within_group\": 7.69699820554365}, {\"s4\": \"3\", \"c4\": \"11\", \"total_measure\": 49283, \"share_within_group\": 7.694781825307234}, {\"s4\": \"2\", \"c4\": \"8\", \"total_measure\": 49520, \"share_within_group\": 7.694662371826845}, {\"s4\": \"4\", \"c4\": \"8\", \"total_measure\": 48582, \"share_within_group\": 7.694464110081107}, {\"s4\": \"2\", \"c4\": \"4\", \"total_measure\": 49502, \"share_within_group\": 7.691865442854857}, {\"s4\": \"4\", \"c4\": \"4\", \"total_measure\": 48564, \"share_within_group\": 7.6916132526857455}, {\"s4\": \"4\", \"c4\": \"9\", \"total_measure\": 48556, \"share_within_group\": 7.690346204954474}, {\"s4\": \"3\", \"c4\": \"8\", \"total_measure\": 49243, \"share_within_group\": 7.688536441036546}, {\"s4\": \"2\", \"c4\": \"1\", \"total_measure\": 49478, \"share_within_group\": 7.688136204225538}, {\"s4\": \"1\", \"c4\": \"2\", \"total_measure\": 49695, \"share_within_group\": 7.6869651839798046}, {\"s4\": \"4\", \"c4\": \"12\", \"total_measure\": 48497, \"share_within_group\": 7.681001727936343}, {\"s4\": \"1\", \"c4\": \"1\", \"total_measure\": 49648, \"share_within_group\": 7.679695089128269}, {\"s4\": \"1\", \"c4\": \"9\", \"total_measure\": 49630, \"share_within_group\": 7.676910797483}, {\"s4\": \"1\", \"c4\": \"6\", \"total_measure\": 49612, \"share_within_group\": 7.674126505837732}, {\"s4\": \"3\", \"c4\": \"7\", \"total_measure\": 49124, \"share_within_group\": 7.669956422831251}, {\"s4\": \"2\", \"c4\": \"2\", \"total_measure\": 49355, \"share_within_group\": 7.6690238562502815}, {\"s4\": \"1\", \"c4\": \"4\", \"total_measure\": 49515, \"share_within_group\": 7.659122267527116}, {\"s4\": \"4\", \"c4\": \"2\", \"total_measure\": 48343, \"share_within_group\": 7.656611059109361}, {\"s4\": \"3\", \"c4\": \"13\", \"total_measure\": 49009, \"share_within_group\": 7.652000943053025}, {\"s4\": \"4\", \"c4\": \"1\", \"total_measure\": 48309, \"share_within_group\": 7.651226106251455}, {\"s4\": \"2\", \"c4\": \"6\", \"total_measure\": 49228, \"share_within_group\": 7.649289968503472}, {\"s4\": \"4\", \"c4\": \"11\", \"total_measure\": 48267, \"share_within_group\": 7.644574105662278}, {\"s4\": \"2\", \"c4\": \"10\", \"total_measure\": 49162, \"share_within_group\": 7.639034562272847}, {\"s4\": \"3\", \"c4\": \"12\", \"total_measure\": 48901, \"share_within_group\": 7.635138405522169}, {\"s4\": \"3\", \"c4\": \"3\", \"total_measure\": 48875, \"share_within_group\": 7.631078905746222}, {\"s4\": \"3\", \"c4\": \"6\", \"total_measure\": 48829, \"share_within_group\": 7.623896713834931}, {\"s4\": \"1\", \"c4\": \"8\", \"total_measure\": 49264, \"share_within_group\": 7.6202968673625335}, {\"s4\": \"2\", \"c4\": \"5\", \"total_measure\": 49027, \"share_within_group\": 7.618057594982931}, {\"s4\": \"4\", \"c4\": \"5\", \"total_measure\": 48051, \"share_within_group\": 7.610363816917938}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 965.26}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6139ec575c83f321f04f94b694a9cf977a6744b7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:37:48.839074+00:00",
+  "ended_at": "2026-05-19T15:38:06.878532+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_511961ab36a20019",
+    "problem_id": "v2p_c10_5445ac8e01cac263",
+    "dataset_id": "c10",
+    "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=s4, measure_col=s5.",
+    "bindings": {
+      "group_col": "s4",
+      "measure_col": "s5",
+      "item_col": "c4",
+      "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": 3.25,
+      "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",
+      "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=1/2",
+      "binding_index=28"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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_a/c10/sql/v2q_c10_511961ab36a20019.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_511961ab36a20019",
+    "api_calls": 0,
+    "input_tokens": 14266,
+    "cached_input_tokens": 13696,
+    "output_tokens": 661,
+    "total_tokens": 14927,
+    "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": 17054.39,
+    "sql_execution_elapsed_ms_total": 965.26,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/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_a/c10/artifacts/v2q_c10_511961ab36a20019/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b343ccc0dc9f69cdebfa0ca66694486870cbdd71
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:38:05.909158+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": 17054.39, "started_at": "2026-05-19T15:37:48.853934+00:00", "ended_at": "2026-05-19T15:38:05.908357+00:00", "prompt_metrics": {"chars": 6775, "bytes_utf8": 6775, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 537, "bytes_utf8": 537, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 13696, "output_tokens": 661, "reasoning_output_tokens": 496}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"s4\\\", \\\"c4\\\",\\n       SUM(CAST(\\\"s5\\\" AS INTEGER)) AS total_measure,\\n       SUM(CAST(\\\"s5\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"s5\\\" AS INTEGER))) OVER (PARTITION BY \\\"s4\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s4\\\", \\\"c4\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"s4\\\", item_col=\\\"c4\\\", and measure_col=\\\"s5\\\". CAST is used because the SQLite schema stores these fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..fbb608f74e225c35a341b8192e147c95fb4512ba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_511961ab36a20019",
+  "api_calls": 0,
+  "input_tokens": 14266,
+  "cached_input_tokens": 13696,
+  "output_tokens": 661,
+  "total_tokens": 14927,
+  "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": 17054.39,
+  "sql_execution_elapsed_ms_total": 965.26,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_511961ab36a20019/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_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e2a3a5ef56173b684dde5ed9b646c5561b8b8345
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/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=c4.
+Result preview: [{"c4": "13"}, {"c4": "13"}, {"c4": "13"}, {"c4": "13"}, {"c4": "13"}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..eba96eb2a27e5bf21cd861cb3d2bdb68d29c4ea5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/generated_sql.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_53b2fba3f0ca5d9b
+-- problem_id: v2p_c10_1f2124b423e13eca
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "c4",
+           CAST("c4" AS INTEGER) AS "c4_num",
+           NTILE(10) OVER (ORDER BY CAST("c4" AS INTEGER) DESC) AS "tail_bucket"
+    FROM "c10"
+)
+SELECT "c4"
+FROM buckets
+WHERE "tail_bucket" = 1
+ORDER BY "c4_num" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bfde2d1f220c8cd4bc5ed397ddf71532963a98db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/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 \"c4\",\n           CAST(\"c4\" AS INTEGER) AS \"c4_num\",\n           NTILE(10) OVER (ORDER BY CAST(\"c4\" AS INTEGER) DESC) AS \"tail_bucket\"\n    FROM \"c10\"\n)\nSELECT \"c4\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"c4_num\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT \\\"c4\\\",\\n           CAST(\\\"c4\\\" AS INTEGER) AS \\\"c4_num\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"c4\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"c4\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"c4_num\\\" DESC;\", \"columns\": [\"c4\"], \"rows\": [{\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}, {\"c4\": \"13\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1459.41}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..64100db5864ac05c1721a0490f4a76e598ee4b57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:47:41.765406+00:00",
+  "ended_at": "2026-05-19T15:47:55.168749+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_53b2fba3f0ca5d9b",
+    "problem_id": "v2p_c10_1f2124b423e13eca",
+    "dataset_id": "c10",
+    "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=c4.",
+    "bindings": {
+      "measure_col": "c4",
+      "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": 10.0,
+      "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=8",
+      "sql_variant_index=1/1",
+      "binding_index=67"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "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_a/c10/sql/v2q_c10_53b2fba3f0ca5d9b.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_53b2fba3f0ca5d9b",
+    "api_calls": 0,
+    "input_tokens": 14201,
+    "cached_input_tokens": 12032,
+    "output_tokens": 568,
+    "total_tokens": 14769,
+    "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": 11911.94,
+    "sql_execution_elapsed_ms_total": 1459.41,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/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_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3b5550db1b16bf1d1985d2d20ca62c4c1904a6cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:47:53.699797+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": 11911.94, "started_at": "2026-05-19T15:47:41.786748+00:00", "ended_at": "2026-05-19T15:47:53.698734+00:00", "prompt_metrics": {"chars": 6553, "bytes_utf8": 6553, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 536, "bytes_utf8": 536, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14201, "cached_input_tokens": 12032, "output_tokens": 568, "reasoning_output_tokens": 410}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT \\\"c4\\\",\\n           CAST(\\\"c4\\\" AS INTEGER) AS \\\"c4_num\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"c4\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"c4\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"c4_num\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"c4\\\" and num_tiles=10. Cast \\\"c4\\\" to INTEGER for correct numeric tail ordering because the SQLite schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..fce7f7562f4741a30de05ad897817ac3c35668ba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_53b2fba3f0ca5d9b",
+  "api_calls": 0,
+  "input_tokens": 14201,
+  "cached_input_tokens": 12032,
+  "output_tokens": 568,
+  "total_tokens": 14769,
+  "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": 11911.94,
+  "sql_execution_elapsed_ms_total": 1459.41,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_53b2fba3f0ca5d9b/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_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2003229d8c7a97ff1be9dd80307b24e26174a86e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "3", "support": 257150, "support_share": 0.2508756012136467, "support_rank": 1}, {"value_label": "1", "support": 256087, "support_share": 0.2498385381606033, "support_rank": 2}, {"value_label": "4", "support": 256077, "support_share": 0.24982878215822285, "support_rank": 3}, {"value_label": "2", "support": 255696, "support_share": 0.24945707846752715, "support_rank": 4}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c1b5904dfc6c781aa9e421e7bb1d2303e737116e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_57dcf1ec83f9d50b
+-- problem_id: v2p_c10_a552459169e616ef
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s1" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s1"
+)
+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_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6ab561f51a760a8e0ab3cd671e1d774dc1c09b9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/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_a\n-- sql_source_dataset_id: c10\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_c10_57dcf1ec83f9d50b\n-- problem_id: v2p_c10_a552459169e616ef\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"s1\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"s1\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_57dcf1ec83f9d50b\\n-- problem_id: v2p_c10_a552459169e616ef\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"s1\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s1\\\"\\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\": \"3\", \"support\": 257150, \"support_share\": 0.2508756012136467, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 256087, \"support_share\": 0.2498385381606033, \"support_rank\": 2}, {\"value_label\": \"4\", \"support\": 256077, \"support_share\": 0.24982878215822285, \"support_rank\": 3}, {\"value_label\": \"2\", \"support\": 255696, \"support_share\": 0.24945707846752715, \"support_rank\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 431.88}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b618502db241d579b39cf7fcf6778b992c6ba3e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:43.616814+00:00",
+  "ended_at": "2026-05-19T16:12:44.050211+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_57dcf1ec83f9d50b",
+    "problem_id": "v2p_c10_a552459169e616ef",
+    "dataset_id": "c10",
+    "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=s1.",
+    "bindings": {
+      "group_col": "s1"
+    },
+    "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=1",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_57dcf1ec83f9d50b.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_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_57dcf1ec83f9d50b/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_a/c10/artifacts/v2q_c10_583406d36bb0b638/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..04d616d5be8d3071d48a7f53439a4cb476a143cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:11:32.263143+00:00",
+  "ended_at": "2026-05-19T16:11:42.777741+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_583406d36bb0b638",
+    "problem_id": "v2p_c10_d8254aac71b173a7",
+    "dataset_id": "c10",
+    "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=c3, measure_col=c4.",
+    "bindings": {
+      "group_col": "c3",
+      "measure_col": "c4",
+      "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": 10.0,
+      "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_a/c10/artifacts/v2q_c10_583406d36bb0b638/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c4f9ec6e1b10ec5e3f44dc783fe495f3f7527e5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_583406d36bb0b638/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:36.279135+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": 3999.19, "started_at": "2026-05-19T16:11:32.279056+00:00", "ended_at": "2026-05-19T16:11:36.278275+00:00", "prompt_metrics": {"chars": 6452, "bytes_utf8": 6452, "lines": 228, "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\":\"019e4101-b946-7cc2-aa5f-778ab8522118\"}\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": "2026-05-19T16:11:42.777652+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": 5496.69, "started_at": "2026-05-19T16:11:37.280166+00:00", "ended_at": "2026-05-19T16:11:42.776892+00:00", "prompt_metrics": {"chars": 6452, "bytes_utf8": 6452, "lines": 228, "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\":\"019e4101-cd20-7710-a931-7e9cdee419fa\"}\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_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2db1d65a01f6b299e32def621ab6f9446f69ea8c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/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=s3, measure_col=c1.
+Result preview: [{"s3": "3", "group_value": 1797599}, {"s3": "4", "group_value": 1795460}, {"s3": "1", "group_value": 1794793}, {"s3": "2", "group_value": 1785026}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..15211a2dae1d6e256a373f0fb46ef830939fe58e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_5c61f4a44f06e53b
+-- problem_id: v2p_c10_d2a96ae019679f29
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s3", SUM(CAST("c1" AS NUMERIC)) AS group_value
+    FROM "c10"
+    GROUP BY "s3"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."s3", 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_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..51eb180e107a78d60b2052917b660d8f0fc55608
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/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 \"s3\", SUM(CAST(\"c1\" AS NUMERIC)) AS group_value\n    FROM \"c10\"\n    GROUP BY \"s3\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"s3\", 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 \\\"s3\\\", SUM(CAST(\\\"c1\\\" AS NUMERIC)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s3\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"s3\\\", 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\": [\"s3\", \"group_value\"], \"rows\": [{\"s3\": \"3\", \"group_value\": 1797599}, {\"s3\": \"4\", \"group_value\": 1795460}, {\"s3\": \"1\", \"group_value\": 1794793}, {\"s3\": \"2\", \"group_value\": 1785026}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 484.89}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b4a8ec63cbc8ff836865629feefc271fce77e743
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:52:13.344859+00:00",
+  "ended_at": "2026-05-19T15:52:22.914769+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_5c61f4a44f06e53b",
+    "problem_id": "v2p_c10_d2a96ae019679f29",
+    "dataset_id": "c10",
+    "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=s3, measure_col=c1.",
+    "bindings": {
+      "group_col": "s3",
+      "measure_col": "c1",
+      "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": 7.56,
+      "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=2/2",
+      "binding_index=81"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 10,
+    "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_a/c10/sql/v2q_c10_5c61f4a44f06e53b.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_5c61f4a44f06e53b",
+    "api_calls": 0,
+    "input_tokens": 14283,
+    "cached_input_tokens": 13696,
+    "output_tokens": 427,
+    "total_tokens": 14710,
+    "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": 9066.41,
+    "sql_execution_elapsed_ms_total": 484.89,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/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_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6757e46f3473ef5098e7f20d8e438aeb63d32e7e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:52:22.427649+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": 9066.41, "started_at": "2026-05-19T15:52:13.360394+00:00", "ended_at": "2026-05-19T15:52:22.426840+00:00", "prompt_metrics": {"chars": 6927, "bytes_utf8": 6927, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 618, "bytes_utf8": 618, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 13696, "output_tokens": 427, "reasoning_output_tokens": 251}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"s3\\\", SUM(CAST(\\\"c1\\\" AS NUMERIC)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s3\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"s3\\\", 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=\\\"s3\\\", measure_col=\\\"c1\\\", and fraction_threshold=0.05. Cast \\\"c1\\\" to NUMERIC because the schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9950a26be80d314e8af31d3bb8c8f0b9d6d21ab8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_5c61f4a44f06e53b",
+  "api_calls": 0,
+  "input_tokens": 14283,
+  "cached_input_tokens": 13696,
+  "output_tokens": 427,
+  "total_tokens": 14710,
+  "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": 9066.41,
+  "sql_execution_elapsed_ms_total": 484.89,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5c61f4a44f06e53b/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_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3683adeb54c2f488ffdca2dd01e7d21fdd07cf30
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/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=s3.
+Result preview: [{"s3": "4"}, {"s3": "4"}, {"s3": "4"}, {"s3": "4"}, {"s3": "4"}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..62edc5e1b63c9032827d6cbe2304a8ff1726b016
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/generated_sql.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_5f1d69c75ae94f14
+-- problem_id: v2p_c10_e3d6114aad7afc6b
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "s3",
+           NTILE(10) OVER (ORDER BY "s3" DESC) AS tail_bucket
+    FROM "c10"
+)
+SELECT "s3"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY "s3" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0ccc8b73088a34fc2e7b516108c9010b768c3605
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/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 \"s3\",\n           NTILE(10) OVER (ORDER BY \"s3\" DESC) AS tail_bucket\n    FROM \"c10\"\n)\nSELECT \"s3\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"s3\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT \\\"s3\\\",\\n           NTILE(10) OVER (ORDER BY \\\"s3\\\" DESC) AS tail_bucket\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"s3\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"s3\\\" DESC;\", \"columns\": [\"s3\"], \"rows\": [{\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}, {\"s3\": \"4\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1423.66}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f3261e0aa26ac32dd52baf8e0d1423b55daf561
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:46:56.112164+00:00",
+  "ended_at": "2026-05-19T15:47:08.078899+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_5f1d69c75ae94f14",
+    "problem_id": "v2p_c10_e3d6114aad7afc6b",
+    "dataset_id": "c10",
+    "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=s3.",
+    "bindings": {
+      "measure_col": "s3",
+      "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": 3.25,
+      "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": "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_a/c10/sql/v2q_c10_5f1d69c75ae94f14.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_5f1d69c75ae94f14",
+    "api_calls": 0,
+    "input_tokens": 14201,
+    "cached_input_tokens": 13696,
+    "output_tokens": 436,
+    "total_tokens": 14637,
+    "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": 10519.62,
+    "sql_execution_elapsed_ms_total": 1423.66,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/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_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9439af694e4caa9b361d3c51197fbae5dfd10532
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:47:06.646474+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": 10519.62, "started_at": "2026-05-19T15:46:56.125814+00:00", "ended_at": "2026-05-19T15:47:06.645477+00:00", "prompt_metrics": {"chars": 6554, "bytes_utf8": 6554, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14201, "cached_input_tokens": 13696, "output_tokens": 436, "reasoning_output_tokens": 304}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT \\\"s3\\\",\\n           NTILE(10) OVER (ORDER BY \\\"s3\\\" DESC) AS tail_bucket\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"s3\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"s3\\\" DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"s3\\\" and num_tiles fixed at 10. Identifiers are double-quoted and the query remains a single SQLite-compatible SELECT statement.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9cea230dcbce5b7f908409d74c00cce77c7e7f0d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_5f1d69c75ae94f14",
+  "api_calls": 0,
+  "input_tokens": 14201,
+  "cached_input_tokens": 13696,
+  "output_tokens": 436,
+  "total_tokens": 14637,
+  "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": 10519.62,
+  "sql_execution_elapsed_ms_total": 1423.66,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f1d69c75ae94f14/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_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5328579dc70d75c85a283af9cd67768ac315a46b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/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=c4, group_col_2=c5.
+Result preview: [{"c4": "3", "c5": "9", "row_count": 1684}, {"c4": "4", "c5": "11", "row_count": 1632}, {"c4": "13", "c5": "9", "row_count": 1625}, {"c4": "10", "c5": "4", "row_count": 1616}, {"c4": "5", "c5": "7", "row_count": 1612}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8263cefa27eb24d6102b11b95c2e90a5b5b3c3e1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_5f3ad7f85ee05f64
+-- problem_id: v2p_c10_2da46ca8d7314de9
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c4", "c5", COUNT(*) AS row_count
+FROM "c10"
+WHERE CAST("s4" AS REAL) >= 3.25
+GROUP BY "c4", "c5"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7f97e14eddae2bb51b6bffc8657e289cb2c3bcaa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/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 \"c4\", \"c5\", COUNT(*) AS row_count\nFROM \"c10\"\nWHERE CAST(\"s4\" AS REAL) >= 3.25\nGROUP BY \"c4\", \"c5\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"c4\\\", \\\"c5\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"s4\\\" AS REAL) >= 3.25\\nGROUP BY \\\"c4\\\", \\\"c5\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"c4\", \"c5\", \"row_count\"], \"rows\": [{\"c4\": \"3\", \"c5\": \"9\", \"row_count\": 1684}, {\"c4\": \"4\", \"c5\": \"11\", \"row_count\": 1632}, {\"c4\": \"13\", \"c5\": \"9\", \"row_count\": 1625}, {\"c4\": \"10\", \"c5\": \"4\", \"row_count\": 1616}, {\"c4\": \"5\", \"c5\": \"7\", \"row_count\": 1612}, {\"c4\": \"13\", \"c5\": \"1\", \"row_count\": 1610}, {\"c4\": \"8\", \"c5\": \"2\", \"row_count\": 1607}, {\"c4\": \"10\", \"c5\": \"1\", \"row_count\": 1604}, {\"c4\": \"8\", \"c5\": \"5\", \"row_count\": 1602}, {\"c4\": \"9\", \"c5\": \"8\", \"row_count\": 1600}, {\"c4\": \"6\", \"c5\": \"9\", \"row_count\": 1599}, {\"c4\": \"4\", \"c5\": \"9\", \"row_count\": 1597}, {\"c4\": \"11\", \"c5\": \"9\", \"row_count\": 1596}, {\"c4\": \"13\", \"c5\": \"4\", \"row_count\": 1596}, {\"c4\": \"11\", \"c5\": \"12\", \"row_count\": 1594}, {\"c4\": \"2\", \"c5\": \"10\", \"row_count\": 1594}, {\"c4\": \"2\", \"c5\": \"5\", \"row_count\": 1594}, {\"c4\": \"3\", \"c5\": \"8\", \"row_count\": 1593}, {\"c4\": \"9\", \"c5\": \"2\", \"row_count\": 1592}, {\"c4\": \"12\", \"c5\": \"4\", \"row_count\": 1591}, {\"c4\": \"7\", \"c5\": \"6\", \"row_count\": 1591}, {\"c4\": \"4\", \"c5\": \"2\", \"row_count\": 1588}, {\"c4\": \"8\", \"c5\": \"3\", \"row_count\": 1587}, {\"c4\": \"13\", \"c5\": \"2\", \"row_count\": 1586}, {\"c4\": \"12\", \"c5\": \"8\", \"row_count\": 1585}, {\"c4\": \"7\", \"c5\": \"3\", \"row_count\": 1583}, {\"c4\": \"1\", \"c5\": \"10\", \"row_count\": 1582}, {\"c4\": \"3\", \"c5\": \"5\", \"row_count\": 1582}, {\"c4\": \"3\", \"c5\": \"11\", \"row_count\": 1580}, {\"c4\": \"3\", \"c5\": \"10\", \"row_count\": 1579}, {\"c4\": \"4\", \"c5\": \"6\", \"row_count\": 1578}, {\"c4\": \"9\", \"c5\": \"5\", \"row_count\": 1578}, {\"c4\": \"9\", \"c5\": \"12\", \"row_count\": 1577}, {\"c4\": \"12\", \"c5\": \"2\", \"row_count\": 1576}, {\"c4\": \"3\", \"c5\": \"12\", \"row_count\": 1576}, {\"c4\": \"7\", \"c5\": \"2\", \"row_count\": 1576}, {\"c4\": \"1\", \"c5\": \"9\", \"row_count\": 1575}, {\"c4\": \"2\", \"c5\": \"3\", \"row_count\": 1575}, {\"c4\": \"12\", \"c5\": \"1\", \"row_count\": 1574}, {\"c4\": \"13\", \"c5\": \"7\", \"row_count\": 1572}, {\"c4\": \"1\", \"c5\": \"3\", \"row_count\": 1571}, {\"c4\": \"12\", \"c5\": \"3\", \"row_count\": 1571}, {\"c4\": \"13\", \"c5\": \"3\", \"row_count\": 1569}, {\"c4\": \"6\", \"c5\": \"12\", \"row_count\": 1568}, {\"c4\": \"11\", \"c5\": \"3\", \"row_count\": 1566}, {\"c4\": \"8\", \"c5\": \"9\", \"row_count\": 1566}, {\"c4\": \"12\", \"c5\": \"6\", \"row_count\": 1565}, {\"c4\": \"7\", \"c5\": \"10\", \"row_count\": 1565}, {\"c4\": \"8\", \"c5\": \"6\", \"row_count\": 1565}, {\"c4\": \"10\", \"c5\": \"6\", \"row_count\": 1564}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 290.65}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b13a124dae9ad73112f8c512cbfe81b9b486ae1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/run_manifest.json
@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:44:21.395112+00:00",
+  "ended_at": "2026-05-19T15:44:37.110700+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_5f3ad7f85ee05f64",
+    "problem_id": "v2p_c10_2da46ca8d7314de9",
+    "dataset_id": "c10",
+    "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=c4, group_col_2=c5.",
+    "bindings": {
+      "group_col": "c4",
+      "group_col_2": "c5",
+      "predicate_col": "s4",
+      "predicate_op": ">=",
+      "predicate_value": 3.25,
+      "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": 3.25,
+      "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=3",
+      "sql_variant_index=1/1",
+      "binding_index=50"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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_a/c10/sql/v2q_c10_5f3ad7f85ee05f64.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_5f3ad7f85ee05f64",
+    "api_calls": 0,
+    "input_tokens": 14242,
+    "cached_input_tokens": 12032,
+    "output_tokens": 439,
+    "total_tokens": 14681,
+    "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": 15409.9,
+    "sql_execution_elapsed_ms_total": 290.65,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/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_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..49ca6c911b512134397963262fb76b48e2804906
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:44:36.817987+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": 15409.9, "started_at": "2026-05-19T15:44:21.407379+00:00", "ended_at": "2026-05-19T15:44:36.817308+00:00", "prompt_metrics": {"chars": 6676, "bytes_utf8": 6676, "lines": 232, "estimated_tokens": null}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14242, "cached_input_tokens": 12032, "output_tokens": 439, "reasoning_output_tokens": 304}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"c4\\\", \\\"c5\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"s4\\\" AS REAL) >= 3.25\\nGROUP BY \\\"c4\\\", \\\"c5\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required filtered two-dimensional group-count template with group_col=\\\"c4\\\", group_col_2=\\\"c5\\\", and predicate_col=\\\"s4\\\". Applied CAST(\\\"s4\\\" AS REAL) because the schema stores fields as TEXT but the predicate value is numeric.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..2cad30810e8e02733bd4d72529cd4dab28033b9e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_5f3ad7f85ee05f64",
+  "api_calls": 0,
+  "input_tokens": 14242,
+  "cached_input_tokens": 12032,
+  "output_tokens": 439,
+  "total_tokens": 14681,
+  "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": 15409.9,
+  "sql_execution_elapsed_ms_total": 290.65,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_5f3ad7f85ee05f64/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_a/c10/artifacts/v2q_c10_612587ba80d4dda7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d829f839dc1ad9ba10357173e5ac19fe0f8a8d5f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/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=s2, measure_col=s1.
+Result preview: [{"s2": "1", "percentile_measure": 4}, {"s2": "2", "percentile_measure": 4}, {"s2": "3", "percentile_measure": 4}, {"s2": "4", "percentile_measure": 4}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b7ed15e70f630955dbfac3f8cadab6a1231dd597
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/generated_sql.sql
@@ -0,0 +1,32 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_612587ba80d4dda7
+-- problem_id: v2p_c10_ee6ca0ff38d21339
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "s2" AS "group_col",
+    CAST("s1" AS INTEGER) AS "measure_val",
+    ROW_NUMBER() OVER (
+      PARTITION BY "s2"
+      ORDER BY CAST("s1" AS INTEGER)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "s2"
+    ) AS "cnt"
+  FROM "c10"
+)
+SELECT
+  "group_col" AS "s2",
+  "measure_val" AS "percentile_measure"
+FROM "ranked"
+WHERE "rn" = CAST((0.95 * "cnt") + 0.999999999 AS INTEGER)
+ORDER BY "percentile_measure" DESC, "s2";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f0d3732445440816eacd9932f86197e8db271c63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/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 \"ranked\" AS (\n  SELECT\n    \"s2\" AS \"group_col\",\n    CAST(\"s1\" AS INTEGER) AS \"measure_val\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"s2\"\n      ORDER BY CAST(\"s1\" AS INTEGER)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"s2\"\n    ) AS \"cnt\"\n  FROM \"c10\"\n)\nSELECT\n  \"group_col\" AS \"s2\",\n  \"measure_val\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\nORDER BY \"percentile_measure\" DESC, \"s2\";", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"s2\\\" AS \\\"group_col\\\",\\n    CAST(\\\"s1\\\" AS INTEGER) AS \\\"measure_val\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"s2\\\"\\n      ORDER BY CAST(\\\"s1\\\" AS INTEGER)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"s2\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n)\\nSELECT\\n  \\\"group_col\\\" AS \\\"s2\\\",\\n  \\\"measure_val\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"s2\\\";\", \"columns\": [\"s2\", \"percentile_measure\"], \"rows\": [{\"s2\": \"1\", \"percentile_measure\": 4}, {\"s2\": \"2\", \"percentile_measure\": 4}, {\"s2\": \"3\", \"percentile_measure\": 4}, {\"s2\": \"4\", \"percentile_measure\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2203.3}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c5504358a4327b9ffb66cf1c14f6892726fb0c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:58:56.737928+00:00",
+  "ended_at": "2026-05-19T15:59:18.154281+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_612587ba80d4dda7",
+    "problem_id": "v2p_c10_ee6ca0ff38d21339",
+    "dataset_id": "c10",
+    "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=s2, measure_col=s1.",
+    "bindings": {
+      "group_col": "s2",
+      "measure_col": "s1",
+      "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": 3.25,
+      "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 {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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_612587ba80d4dda7.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_612587ba80d4dda7",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 13696,
+    "output_tokens": 758,
+    "total_tokens": 14943,
+    "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": 18187.84,
+    "sql_execution_elapsed_ms_total": 2203.3,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/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_a/c10/artifacts/v2q_c10_612587ba80d4dda7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8529cc1b87d8a185a9307b652107a132e4bb3d28
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:58:59.806029+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": 3049.88, "started_at": "2026-05-19T15:58:56.754121+00:00", "ended_at": "2026-05-19T15:58:59.804073+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "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\":\"019e40f6-31f7-7fb1-9517-9a3bd565e04d\"}\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": "2026-05-19T15:59:15.947038+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": 15137.96, "started_at": "2026-05-19T15:59:00.807410+00:00", "ended_at": "2026-05-19T15:59:15.945412+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 770, "bytes_utf8": 770, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 13696, "output_tokens": 758, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"s2\\\" AS \\\"group_col\\\",\\n    CAST(\\\"s1\\\" AS INTEGER) AS \\\"measure_val\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"s2\\\"\\n      ORDER BY CAST(\\\"s1\\\" AS INTEGER)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"s2\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n)\\nSELECT\\n  \\\"group_col\\\" AS \\\"s2\\\",\\n  \\\"measure_val\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"s2\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"s2\\\" group with window functions. \\\"s1\\\" is cast from TEXT to INTEGER to preserve numeric ordering.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2c3b0b5364bd0fbb2f1448dd7e5324406ccf762
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_612587ba80d4dda7",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 13696,
+  "output_tokens": 758,
+  "total_tokens": 14943,
+  "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": 18187.84,
+  "sql_execution_elapsed_ms_total": 2203.3,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_612587ba80d4dda7/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_a/c10/artifacts/v2q_c10_63478288d66e504f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef2341ed1812841ceda50ba1f5bf1422cef03f0c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/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=s3, condition_col=s1.
+Result preview: [{"s3": "2", "condition_ratio": 1.0894575641433328}, {"s3": "4", "condition_ratio": 1.006016865690016}, {"s3": "3", "condition_ratio": 0.9943701404421722}, {"s3": "1", "condition_ratio": 0.923745440053953}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fb5e798c10cc5e783176ba45eb95f65d1b74cd9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_63478288d66e504f
+-- problem_id: v2p_c10_7c35e64d8c781549
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s3",
+           SUM(CASE WHEN "s1" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "s1" = '2' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "s3"
+)
+SELECT "s3",
+       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_a/c10/artifacts/v2q_c10_63478288d66e504f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dad3d9e3495eaa021edac6f1a4e2ac22f6f1d23e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/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 \"s3\",\n           SUM(CASE WHEN \"s1\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"s1\" = '2' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c10\"\n    GROUP BY \"s3\"\n)\nSELECT \"s3\",\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 \\\"s3\\\",\\n           SUM(CASE WHEN \\\"s1\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"s1\\\" = '2' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s3\\\"\\n)\\nSELECT \\\"s3\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"s3\", \"condition_ratio\"], \"rows\": [{\"s3\": \"2\", \"condition_ratio\": 1.0894575641433328}, {\"s3\": \"4\", \"condition_ratio\": 1.006016865690016}, {\"s3\": \"3\", \"condition_ratio\": 0.9943701404421722}, {\"s3\": \"1\", \"condition_ratio\": 0.923745440053953}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 510.06}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..dec70bfcd8e60372d78a80272d2c37afa0a2c973
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:41:55.153784+00:00",
+  "ended_at": "2026-05-19T15:42:04.988878+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_63478288d66e504f",
+    "problem_id": "v2p_c10_7c35e64d8c781549",
+    "dataset_id": "c10",
+    "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=s3, condition_col=s1.",
+    "bindings": {
+      "group_col": "s3",
+      "condition_col": "s1",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "2",
+      "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": 10.0,
+      "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=2",
+      "sql_variant_index=1/1",
+      "binding_index=37"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "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_a/c10/sql/v2q_c10_63478288d66e504f.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_63478288d66e504f",
+    "api_calls": 0,
+    "input_tokens": 14356,
+    "cached_input_tokens": 12032,
+    "output_tokens": 384,
+    "total_tokens": 14740,
+    "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": 9309.01,
+    "sql_execution_elapsed_ms_total": 510.06,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/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_a/c10/artifacts/v2q_c10_63478288d66e504f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..84e0f1097f59bbb917e045a73fa8cd2fbded332b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:42:04.476730+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": 9309.01, "started_at": "2026-05-19T15:41:55.166797+00:00", "ended_at": "2026-05-19T15:42:04.475842+00:00", "prompt_metrics": {"chars": 7176, "bytes_utf8": 7176, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 634, "bytes_utf8": 634, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14356, "cached_input_tokens": 12032, "output_tokens": 384, "reasoning_output_tokens": 190}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"s3\\\",\\n           SUM(CASE WHEN \\\"s1\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"s1\\\" = '2' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s3\\\"\\n)\\nSELECT \\\"s3\\\",\\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 with group_col=\\\"s3\\\" and condition_col=\\\"s1\\\", computing the ratio of rows where \\\"s1\\\"='1' to rows where \\\"s1\\\"='2' for each \\\"s3\\\" group.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..153986bd3705e792729519c1c63c30f229e8883e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_63478288d66e504f",
+  "api_calls": 0,
+  "input_tokens": 14356,
+  "cached_input_tokens": 12032,
+  "output_tokens": 384,
+  "total_tokens": 14740,
+  "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": 9309.01,
+  "sql_execution_elapsed_ms_total": 510.06,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_63478288d66e504f/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_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..87853b628cbc0b7cf95142621f1529e99545f210
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/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=s3, measure_col=s4.
+Result preview: [{"s3": "4", "c3": "7", "total_measure": 49574, "share_within_group": 7.819267568667409}, {"s3": "1", "c3": "5", "total_measure": 50542, "share_within_group": 7.792464088091138}, {"s3": "3", "c3": "13", "total_measure": 49819, "share_within_group": 7.788429369627955}, {"s3": "3", "c3": "7", "total_measure": 49781, "share_within_group": 7.782488657930694}, {"s3": "3", "c3": "10", "total_measure": 49675, "share_within_group": 7.765917198985702}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..172e4d423ac4ac7e24c4349497c1149da042dd1a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_64ca0079f85ff2dc
+-- problem_id: v2p_c10_2d74a1d86d0f031e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s3", "c3",
+       SUM(CAST("s4" AS INTEGER)) AS total_measure,
+       SUM(CAST("s4" AS INTEGER)) * 100.0 / SUM(SUM(CAST("s4" AS INTEGER))) OVER (PARTITION BY "s3") AS share_within_group
+FROM "c10"
+GROUP BY "s3", "c3"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c9368ed731a7fa33f4e67b8ea86fa1e97476f757
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/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 \"s3\", \"c3\",\n       SUM(CAST(\"s4\" AS INTEGER)) AS total_measure,\n       SUM(CAST(\"s4\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"s4\" AS INTEGER))) OVER (PARTITION BY \"s3\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"s3\", \"c3\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"s3\\\", \\\"c3\\\",\\n       SUM(CAST(\\\"s4\\\" AS INTEGER)) AS total_measure,\\n       SUM(CAST(\\\"s4\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"s4\\\" AS INTEGER))) OVER (PARTITION BY \\\"s3\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s3\\\", \\\"c3\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"s3\", \"c3\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"s3\": \"4\", \"c3\": \"7\", \"total_measure\": 49574, \"share_within_group\": 7.819267568667409}, {\"s3\": \"1\", \"c3\": \"5\", \"total_measure\": 50542, \"share_within_group\": 7.792464088091138}, {\"s3\": \"3\", \"c3\": \"13\", \"total_measure\": 49819, \"share_within_group\": 7.788429369627955}, {\"s3\": \"3\", \"c3\": \"7\", \"total_measure\": 49781, \"share_within_group\": 7.782488657930694}, {\"s3\": \"3\", \"c3\": \"10\", \"total_measure\": 49675, \"share_within_group\": 7.765917198985702}, {\"s3\": \"2\", \"c3\": \"5\", \"total_measure\": 49691, \"share_within_group\": 7.75739466687898}, {\"s3\": \"2\", \"c3\": \"4\", \"total_measure\": 49592, \"share_within_group\": 7.741939512585023}, {\"s3\": \"2\", \"c3\": \"8\", \"total_measure\": 49591, \"share_within_group\": 7.741783399915387}, {\"s3\": \"4\", \"c3\": \"12\", \"total_measure\": 49062, \"share_within_group\": 7.738510216120556}, {\"s3\": \"1\", \"c3\": \"2\", \"total_measure\": 50173, \"share_within_group\": 7.735572408923206}, {\"s3\": \"4\", \"c3\": \"1\", \"total_measure\": 49032, \"share_within_group\": 7.733778339994763}, {\"s3\": \"1\", \"c3\": \"1\", \"total_measure\": 50159, \"share_within_group\": 7.7334139170306555}, {\"s3\": \"4\", \"c3\": \"2\", \"total_measure\": 48989, \"share_within_group\": 7.7269959842144615}, {\"s3\": \"2\", \"c3\": \"2\", \"total_measure\": 49418, \"share_within_group\": 7.714775908068371}, {\"s3\": \"1\", \"c3\": \"7\", \"total_measure\": 50038, \"share_within_group\": 7.714758379959328}, {\"s3\": \"2\", \"c3\": \"7\", \"total_measure\": 49383, \"share_within_group\": 7.709311964631113}, {\"s3\": \"1\", \"c3\": \"10\", \"total_measure\": 50002, \"share_within_group\": 7.709207972235627}, {\"s3\": \"4\", \"c3\": \"3\", \"total_measure\": 48867, \"share_within_group\": 7.707753021302906}, {\"s3\": \"2\", \"c3\": \"13\", \"total_measure\": 49367, \"share_within_group\": 7.706814161916939}, {\"s3\": \"1\", \"c3\": \"11\", \"total_measure\": 49986, \"share_within_group\": 7.706741124358427}, {\"s3\": \"3\", \"c3\": \"4\", \"total_measure\": 49275, \"share_within_group\": 7.703383391646109}, {\"s3\": \"1\", \"c3\": \"8\", \"total_measure\": 49956, \"share_within_group\": 7.702115784588676}, {\"s3\": \"4\", \"c3\": \"8\", \"total_measure\": 48802, \"share_within_group\": 7.697500623030357}, {\"s3\": \"3\", \"c3\": \"8\", \"total_measure\": 49233, \"share_within_group\": 7.696817341875452}, {\"s3\": \"2\", \"c3\": \"11\", \"total_measure\": 49255, \"share_within_group\": 7.689329542917714}, {\"s3\": \"3\", \"c3\": \"11\", \"total_measure\": 49179, \"share_within_group\": 7.688375277884607}, {\"s3\": \"4\", \"c3\": \"11\", \"total_measure\": 48739, \"share_within_group\": 7.687563683166193}, {\"s3\": \"1\", \"c3\": \"4\", \"total_measure\": 49859, \"share_within_group\": 7.687160519333149}, {\"s3\": \"3\", \"c3\": \"5\", \"total_measure\": 49143, \"share_within_group\": 7.682747235224043}, {\"s3\": \"1\", \"c3\": \"3\", \"total_measure\": 49830, \"share_within_group\": 7.682689357555724}, {\"s3\": \"3\", \"c3\": \"1\", \"total_measure\": 49142, \"share_within_group\": 7.682590900705694}, {\"s3\": \"1\", \"c3\": \"12\", \"total_measure\": 49813, \"share_within_group\": 7.680068331686199}, {\"s3\": \"3\", \"c3\": \"9\", \"total_measure\": 49112, \"share_within_group\": 7.677900865155225}, {\"s3\": \"2\", \"c3\": \"10\", \"total_measure\": 49136, \"share_within_group\": 7.670752135231039}, {\"s3\": \"4\", \"c3\": \"10\", \"total_measure\": 48628, \"share_within_group\": 7.670055741500762}, {\"s3\": \"2\", \"c3\": \"12\", \"total_measure\": 49123, \"share_within_group\": 7.668722670525772}, {\"s3\": \"2\", \"c3\": \"6\", \"total_measure\": 49094, \"share_within_group\": 7.66419540310633}, {\"s3\": \"2\", \"c3\": \"9\", \"total_measure\": 49086, \"share_within_group\": 7.662946501749243}, {\"s3\": \"2\", \"c3\": \"1\", \"total_measure\": 49082, \"share_within_group\": 7.662322051070698}, {\"s3\": \"4\", \"c3\": \"5\", \"total_measure\": 48551, \"share_within_group\": 7.657910592777895}, {\"s3\": \"1\", \"c3\": \"6\", \"total_measure\": 49624, \"share_within_group\": 7.6509286911367695}, {\"s3\": \"3\", \"c3\": \"12\", \"total_measure\": 48939, \"share_within_group\": 7.65085499348085}, {\"s3\": \"3\", \"c3\": \"2\", \"total_measure\": 48939, \"share_within_group\": 7.65085499348085}, {\"s3\": \"4\", \"c3\": \"13\", \"total_measure\": 48502, \"share_within_group\": 7.650181861772435}, {\"s3\": \"3\", \"c3\": \"6\", \"total_measure\": 48930, \"share_within_group\": 7.64944798281571}, {\"s3\": \"4\", \"c3\": \"4\", \"total_measure\": 48496, \"share_within_group\": 7.649235486547276}, {\"s3\": \"4\", \"c3\": \"6\", \"total_measure\": 48425, \"share_within_group\": 7.638036713049568}, {\"s3\": \"4\", \"c3\": \"9\", \"total_measure\": 48331, \"share_within_group\": 7.623210167855419}, {\"s3\": \"1\", \"c3\": \"9\", \"total_measure\": 49434, \"share_within_group\": 7.621634872595016}, {\"s3\": \"2\", \"c3\": \"3\", \"total_measure\": 48745, \"share_within_group\": 7.609712081403391}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 962.9}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7dd75cb38ecc9d87e624e3f484246b9e0fe5e008
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:35:10.801446+00:00",
+  "ended_at": "2026-05-19T15:35:25.787105+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_64ca0079f85ff2dc",
+    "problem_id": "v2p_c10_2d74a1d86d0f031e",
+    "dataset_id": "c10",
+    "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=s3, measure_col=s4.",
+    "bindings": {
+      "group_col": "s3",
+      "measure_col": "s4",
+      "item_col": "c3",
+      "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": 2.98,
+      "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=3",
+      "sql_variant_index=2/2",
+      "binding_index=26"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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_a/c10/sql/v2q_c10_64ca0079f85ff2dc.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_64ca0079f85ff2dc",
+    "api_calls": 0,
+    "input_tokens": 14265,
+    "cached_input_tokens": 12032,
+    "output_tokens": 686,
+    "total_tokens": 14951,
+    "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": 14002.27,
+    "sql_execution_elapsed_ms_total": 962.9,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/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_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0df8f8a1525eb1d84ae6fe8a1ef945c4227e012e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:35:24.819761+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": 14002.27, "started_at": "2026-05-19T15:35:10.816667+00:00", "ended_at": "2026-05-19T15:35:24.818968+00:00", "prompt_metrics": {"chars": 6772, "bytes_utf8": 6772, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 551, "bytes_utf8": 551, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14265, "cached_input_tokens": 12032, "output_tokens": 686, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"s3\\\", \\\"c3\\\",\\n       SUM(CAST(\\\"s4\\\" AS INTEGER)) AS total_measure,\\n       SUM(CAST(\\\"s4\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"s4\\\" AS INTEGER))) OVER (PARTITION BY \\\"s3\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s3\\\", \\\"c3\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"s3\\\", item_col=\\\"c3\\\", and measure_col=\\\"s4\\\". Cast \\\"s4\\\" from TEXT to INTEGER so SUM and percentage calculations are numeric in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8530a41077462a06a1d3b698d02877a67973a33d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_64ca0079f85ff2dc",
+  "api_calls": 0,
+  "input_tokens": 14265,
+  "cached_input_tokens": 12032,
+  "output_tokens": 686,
+  "total_tokens": 14951,
+  "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": 14002.27,
+  "sql_execution_elapsed_ms_total": 962.9,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_64ca0079f85ff2dc/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_a/c10/artifacts/v2q_c10_652d0cf382f04d52/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f418f951e83d794a2d2e3f25447ca8fa36a9a38
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/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=s2.
+Result preview: [{"s2": "4"}, {"s2": "4"}, {"s2": "4"}, {"s2": "4"}, {"s2": "4"}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..716f195188c93bbb58bdbe842c8b8256f9e3d341
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/generated_sql.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_652d0cf382f04d52
+-- problem_id: v2p_c10_305d850c41158b68
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "s2",
+           NTILE(10) OVER (ORDER BY CAST("s2" AS INTEGER) DESC) AS tail_bucket
+    FROM "c10"
+)
+SELECT "s2"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("s2" AS INTEGER) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..36ddcd11a5fde1c02ce8e3d683fae190cf43db77
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/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 \"s2\",\n           NTILE(10) OVER (ORDER BY CAST(\"s2\" AS INTEGER) DESC) AS tail_bucket\n    FROM \"c10\"\n)\nSELECT \"s2\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"s2\" AS INTEGER) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT \\\"s2\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"s2\\\" AS INTEGER) DESC) AS tail_bucket\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"s2\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"s2\\\" AS INTEGER) DESC;\", \"columns\": [\"s2\"], \"rows\": [{\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}, {\"s2\": \"4\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1402.0}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..db93cbd51f3d6a602947ceab323df2c14cfaa6af
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:46:26.736750+00:00",
+  "ended_at": "2026-05-19T15:46:45.315280+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_652d0cf382f04d52",
+    "problem_id": "v2p_c10_305d850c41158b68",
+    "dataset_id": "c10",
+    "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=s2.",
+    "bindings": {
+      "measure_col": "s2",
+      "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": 3.25,
+      "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": "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=3",
+      "sql_variant_index=1/1",
+      "binding_index=62"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "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_a/c10/sql/v2q_c10_652d0cf382f04d52.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_652d0cf382f04d52",
+    "api_calls": 0,
+    "input_tokens": 14201,
+    "cached_input_tokens": 13696,
+    "output_tokens": 408,
+    "total_tokens": 14609,
+    "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": 17153.39,
+    "sql_execution_elapsed_ms_total": 1402.0,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/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_a/c10/artifacts/v2q_c10_652d0cf382f04d52/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..188e870d75cff0edf0eb0c50ba1eaf76cb3d3545
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:46:43.903541+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": 17153.39, "started_at": "2026-05-19T15:46:26.748914+00:00", "ended_at": "2026-05-19T15:46:43.902345+00:00", "prompt_metrics": {"chars": 6554, "bytes_utf8": 6554, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14201, "cached_input_tokens": 13696, "output_tokens": 408, "reasoning_output_tokens": 262}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT \\\"s2\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"s2\\\" AS INTEGER) DESC) AS tail_bucket\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"s2\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"s2\\\" AS INTEGER) DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"s2\\\" and num_tiles set to 10. CAST(\\\"s2\\\" AS INTEGER) is used for ordering because the schema stores numeric-discrete fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..2efdae84cf73c8eb799765acd6d7eca4988208be
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_652d0cf382f04d52",
+  "api_calls": 0,
+  "input_tokens": 14201,
+  "cached_input_tokens": 13696,
+  "output_tokens": 408,
+  "total_tokens": 14609,
+  "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": 17153.39,
+  "sql_execution_elapsed_ms_total": 1402.0,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_652d0cf382f04d52/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_a/c10/artifacts/v2q_c10_673220ff767f12a5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_673220ff767f12a5/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..02ca59350978d07c429e0b37c1b475fa1d37142b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_673220ff767f12a5/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:06:11.409087+00:00",
+  "ended_at": "2026-05-19T16:06:18.819798+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_673220ff767f12a5",
+    "problem_id": "v2p_c10_715a8d1141940f63",
+    "dataset_id": "c10",
+    "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=c3, condition_col=s2.",
+    "bindings": {
+      "group_col": "c3",
+      "condition_col": "s2",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "2",
+      "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": 3.25,
+      "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=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",
+  "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_a/c10/artifacts/v2q_c10_673220ff767f12a5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_673220ff767f12a5/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a0497437a7f301075f0b300f574c5b540cb18c05
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_673220ff767f12a5/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:14.748354+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": 3323.57, "started_at": "2026-05-19T16:06:11.423789+00:00", "ended_at": "2026-05-19T16:06:14.747404+00:00", "prompt_metrics": {"chars": 6621, "bytes_utf8": 6621, "lines": 231, "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-d3de-7783-9fb9-bcde3efcd939\"}\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": "2026-05-19T16:06:18.819716+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": 3069.64, "started_at": "2026-05-19T16:06:15.749340+00:00", "ended_at": "2026-05-19T16:06:18.819035+00:00", "prompt_metrics": {"chars": 6621, "bytes_utf8": 6621, "lines": 231, "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-e4c4-7311-b932-6db3b994642a\"}\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_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d4583f9b555f23e2d8e92bce7a8263c1bcc229f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/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=s5.
+Result preview: [{"empirical_cdf_at_threshold": 0.7497751241451303}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b422e7836e61e66aa47b7042ed999386b2986819
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/generated_sql.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_6834ece4ea14b5f6
+-- problem_id: v2p_c10_2bd53f44d2f67401
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("s5" AS REAL) <= 3.25 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "c10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e29aa168bc73450518324a0e0df9d85fe3e57a8e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/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_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"s5\" AS REAL) <= 3.25 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c10\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"s5\\\" AS REAL) <= 3.25 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c10\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7497751241451303}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 132.58}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..26ac1ed07c26ede5f5caabb045808714b1f62189
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:06:26.261768+00:00",
+  "ended_at": "2026-05-19T16:06:37.822181+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_6834ece4ea14b5f6",
+    "problem_id": "v2p_c10_2bd53f44d2f67401",
+    "dataset_id": "c10",
+    "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=s5.",
+    "bindings": {
+      "measure_col": "s5",
+      "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": 3.25,
+      "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=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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_6834ece4ea14b5f6.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_6834ece4ea14b5f6",
+    "api_calls": 0,
+    "input_tokens": 14137,
+    "cached_input_tokens": 12032,
+    "output_tokens": 247,
+    "total_tokens": 14384,
+    "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": 10405.05,
+    "sql_execution_elapsed_ms_total": 132.58,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/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_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cbe428635df80be0ab52c1da4867aafb0da8e152
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:29.123245+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": 2842.18, "started_at": "2026-05-19T16:06:26.280287+00:00", "ended_at": "2026-05-19T16:06:29.122499+00:00", "prompt_metrics": {"chars": 6320, "bytes_utf8": 6320, "lines": 226, "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-0df7-7793-a05e-7d438779bd4c\"}\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": "2026-05-19T16:06:37.687758+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": 7562.87, "started_at": "2026-05-19T16:06:30.124077+00:00", "ended_at": "2026-05-19T16:06:37.686978+00:00", "prompt_metrics": {"chars": 6320, "bytes_utf8": 6320, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 343, "bytes_utf8": 343, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14137, "cached_input_tokens": 12032, "output_tokens": 247, "reasoning_output_tokens": 145}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"s5\\\" AS REAL) <= 3.25 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c10\\\";\",\"notes\":\"Applied the provided Threshold Rarity CDF template with measure_col bound to \\\"s5\\\" and threshold 3.25, casting from TEXT to REAL for numeric comparison in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e1c68c99d21e4a6c471e91032faa777352a183bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_6834ece4ea14b5f6",
+  "api_calls": 0,
+  "input_tokens": 14137,
+  "cached_input_tokens": 12032,
+  "output_tokens": 247,
+  "total_tokens": 14384,
+  "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": 10405.05,
+  "sql_execution_elapsed_ms_total": 132.58,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6834ece4ea14b5f6/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_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ca241501e1d0c02158ad64b6d2595595ea83246
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:16.134678+00:00",
+  "ended_at": "2026-05-19T16:12:23.112110+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_698eb9272fb8d2b2",
+    "problem_id": "v2p_c10_d361574632dc257a",
+    "dataset_id": "c10",
+    "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=c4, measure_col=c5.",
+    "bindings": {
+      "group_col": "c4",
+      "measure_col": "c5",
+      "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": 9.92,
+      "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
+    },
+    "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_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d341e0cf542e6fa28db45808fb12a1ced2d3f858
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_698eb9272fb8d2b2/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:19.364792+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": 3215.81, "started_at": "2026-05-19T16:12:16.148163+00:00", "ended_at": "2026-05-19T16:12:19.364040+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4102-6490-7053-8baa-da63475d0f33\"}\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": "2026-05-19T16:12:23.112018+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": 2745.01, "started_at": "2026-05-19T16:12:20.366200+00:00", "ended_at": "2026-05-19T16:12:23.111251+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4102-7519-7e41-af4e-ec7e9c305e2e\"}\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_a/c10/artifacts/v2q_c10_69957582203c343a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d279fe8c2140069b6f3558944ab30689652bdc0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/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=c4, measure_col=c4.
+Result preview: [{"c4": "13", "total_measure": 1024842}, {"c4": "12", "total_measure": 946236}, {"c4": "11", "total_measure": 867845}, {"c4": "10", "total_measure": 787630}, {"c4": "9", "total_measure": 711324}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3db5505f09a93094c2b9b6ecb6ce0d7db7825e4c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_69957582203c343a
+-- problem_id: v2p_c10_1f80d63e7bcdb03d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c4", SUM(CAST("c4" AS INTEGER)) AS total_measure
+FROM "c10"
+GROUP BY "c4"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7dc00f8946a07886890557724500fa421fc649a0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/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 \"c4\", SUM(CAST(\"c4\" AS INTEGER)) AS total_measure\nFROM \"c10\"\nGROUP BY \"c4\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c4\\\", SUM(CAST(\\\"c4\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c4\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"c4\", \"total_measure\"], \"rows\": [{\"c4\": \"13\", \"total_measure\": 1024842}, {\"c4\": \"12\", \"total_measure\": 946236}, {\"c4\": \"11\", \"total_measure\": 867845}, {\"c4\": \"10\", \"total_measure\": 787630}, {\"c4\": \"9\", \"total_measure\": 711324}, {\"c4\": \"8\", \"total_measure\": 628656}, {\"c4\": \"7\", \"total_measure\": 556668}, {\"c4\": \"6\", \"total_measure\": 470964}, {\"c4\": \"5\", \"total_measure\": 393490}, {\"c4\": \"4\", \"total_measure\": 315160}, {\"c4\": \"3\", \"total_measure\": 236247}, {\"c4\": \"2\", \"total_measure\": 158150}, {\"c4\": \"1\", \"total_measure\": 78717}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 490.41}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..63d68df3e28d6f7e3646d72a4eceacf193419d19
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:31:27.529941+00:00",
+  "ended_at": "2026-05-19T15:31:39.428565+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_69957582203c343a",
+    "problem_id": "v2p_c10_1f80d63e7bcdb03d",
+    "dataset_id": "c10",
+    "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_conditional_contrast",
+    "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=c4, measure_col=c4.",
+    "bindings": {
+      "group_col": "c4",
+      "measure_col": "c4",
+      "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": 9.64,
+      "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
+    },
+    "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=8",
+      "sql_variant_index=2/2",
+      "binding_index=7"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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_a/c10/sql/v2q_c10_69957582203c343a.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_69957582203c343a",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 299,
+    "total_tokens": 14446,
+    "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": 11392.88,
+    "sql_execution_elapsed_ms_total": 490.41,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/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_a/c10/artifacts/v2q_c10_69957582203c343a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4b44622b9553c2aabe6281437010e453d7e6d5b8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:31:38.936167+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": 11392.88, "started_at": "2026-05-19T15:31:27.542483+00:00", "ended_at": "2026-05-19T15:31:38.935394+00:00", "prompt_metrics": {"chars": 6373, "bytes_utf8": 6373, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 319, "bytes_utf8": 319, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 299, "reasoning_output_tokens": 201}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c4\\\", SUM(CAST(\\\"c4\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c4\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped-sum template with group_col=\\\"c4\\\" and measure_col=\\\"c4\\\". CAST is applied because the schema stores \\\"c4\\\" as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d37918e33de94d689c1b3799abdff01403629ffa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_69957582203c343a",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 299,
+  "total_tokens": 14446,
+  "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": 11392.88,
+  "sql_execution_elapsed_ms_total": 490.41,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_69957582203c343a/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_a/c10/artifacts/v2q_c10_6a039be5124870cc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6a039be5124870cc/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..81fccbdbc2de7ad0e83cff546490e0be1a768fa2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6a039be5124870cc/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "11", "support": 79304, "support_share": 0.07736900127803631, "cumulative_support": 79304}, {"value_label": "12", "support": 79237, "support_share": 0.0773036360620872, "cumulative_support": 158541}, {"value_label": "13", "support": 79206, "support_share": 0.07727339245470775, "cumulative_support": 237747}, {"value_label": "7", "support": 79038, "support_share": 0.07710949161471596, "cumulative_support": 316785}, {"value_label": "3", "support": 79020, "support_share": 0.07709193081043111, "cumulative_support": 395805}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6a039be5124870cc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6a039be5124870cc/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ccf08c3e744883dfbd92b5b6f92717ebf5dc1198
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6a039be5124870cc/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_6a039be5124870cc
+-- problem_id: v2p_c10_1def8d8357078b78
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c2" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c2"
+), 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_a/c10/artifacts/v2q_c10_6a039be5124870cc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6a039be5124870cc/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0a540dafdae0a033c26c250cfc9630e6c66073e7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6a039be5124870cc/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_a\n-- sql_source_dataset_id: c10\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_c10_6a039be5124870cc\n-- problem_id: v2p_c10_1def8d8357078b78\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"c2\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"c2\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_6a039be5124870cc\\n-- problem_id: v2p_c10_1def8d8357078b78\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"c2\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c2\\\"\\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\": \"11\", \"support\": 79304, \"support_share\": 0.07736900127803631, \"cumulative_support\": 79304}, {\"value_label\": \"12\", \"support\": 79237, \"support_share\": 0.0773036360620872, \"cumulative_support\": 158541}, {\"value_label\": \"13\", \"support\": 79206, \"support_share\": 0.07727339245470775, \"cumulative_support\": 237747}, {\"value_label\": \"7\", \"support\": 79038, \"support_share\": 0.07710949161471596, \"cumulative_support\": 316785}, {\"value_label\": \"3\", \"support\": 79020, \"support_share\": 0.07709193081043111, \"cumulative_support\": 395805}, {\"value_label\": \"6\", \"support\": 78968, \"support_share\": 0.0770411995980527, \"cumulative_support\": 474773}, {\"value_label\": \"8\", \"support\": 78914, \"support_share\": 0.0769885171851982, \"cumulative_support\": 553687}, {\"value_label\": \"2\", \"support\": 78793, \"support_share\": 0.07687046955639457, \"cumulative_support\": 632480}, {\"value_label\": \"1\", \"support\": 78738, \"support_share\": 0.07681681154330201, \"cumulative_support\": 711218}, {\"value_label\": \"10\", \"support\": 78596, \"support_share\": 0.07667827630949942, \"cumulative_support\": 789814}, {\"value_label\": \"4\", \"support\": 78522, \"support_share\": 0.07660608189188398, \"cumulative_support\": 868336}, {\"value_label\": \"9\", \"support\": 78367, \"support_share\": 0.07645486385498677, \"cumulative_support\": 946703}, {\"value_label\": \"5\", \"support\": 78307, \"support_share\": 0.07639632784070399, \"cumulative_support\": 1025010}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 448.52}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6a039be5124870cc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6a039be5124870cc/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f1f7f1181ca81e7530e1abe241c7b2d7785b8b3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6a039be5124870cc/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:39.905489+00:00",
+  "ended_at": "2026-05-19T16:12:40.355274+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_6a039be5124870cc",
+    "problem_id": "v2p_c10_1def8d8357078b78",
+    "dataset_id": "c10",
+    "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=c2.",
+    "bindings": {
+      "group_col": "c2"
+    },
+    "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_a/c10/sql/v2q_c10_6a039be5124870cc.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_a/c10/artifacts/v2q_c10_6a039be5124870cc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6a039be5124870cc/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6a039be5124870cc/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_a/c10/artifacts/v2q_c10_6b10338cb7306064/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..560172d298f7be1d57fd3d888d758c37fb3ec94e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/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=c3, measure_col=c4.
+Result preview: [{"c3": "3", "s4": "2", "total_measure": 140778.0, "share_within_group": 25.337055294886262}, {"c3": "8", "s4": "3", "total_measure": 139442.0, "share_within_group": 25.28037535670127}, {"c3": "10", "s4": "2", "total_measure": 138413.0, "share_within_group": 25.278835529499858}, {"c3": "5", "s4": "3", "total_measure": 140408.0, "share_within_group": 25.267552660230166}, {"c3": "1", "s4": "2", "total_measure": 142144.0, "share_within_group": 25.258773418439063}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..51c950e879dad56714781b6fe15b05ccfa6d1e96
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_6b10338cb7306064
+-- problem_id: v2p_c10_cbea4c2ab088c444
+-- realization_mode: agent
+-- source_kind: agent
+WITH "agg" AS (
+  SELECT
+    "c3",
+    "s4",
+    SUM(CAST("c4" AS REAL)) AS "total_measure"
+  FROM "c10"
+  GROUP BY "c3", "s4"
+)
+SELECT
+  "c3",
+  "s4",
+  "total_measure",
+  "total_measure" * 100.0 / SUM("total_measure") OVER (PARTITION BY "c3") AS "share_within_group"
+FROM "agg"
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..732a1fc044b6263b2edcf2ac7566c5654064d117
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/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\nWITH \"agg\" AS (\n  SELECT\n    \"c3\",\n    \"s4\",\n    SUM(CAST(\"c4\" AS REAL)) AS \"total_measure\"\n  FROM \"c10\"\n  GROUP BY \"c3\", \"s4\"\n)\nSELECT\n  \"c3\",\n  \"s4\",\n  \"total_measure\",\n  \"total_measure\" * 100.0 / SUM(\"total_measure\") OVER (PARTITION BY \"c3\") AS \"share_within_group\"\nFROM \"agg\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"agg\\\" AS (\\n  SELECT\\n    \\\"c3\\\",\\n    \\\"s4\\\",\\n    SUM(CAST(\\\"c4\\\" AS REAL)) AS \\\"total_measure\\\"\\n  FROM \\\"c10\\\"\\n  GROUP BY \\\"c3\\\", \\\"s4\\\"\\n)\\nSELECT\\n  \\\"c3\\\",\\n  \\\"s4\\\",\\n  \\\"total_measure\\\",\\n  \\\"total_measure\\\" * 100.0 / SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"c3\\\") AS \\\"share_within_group\\\"\\nFROM \\\"agg\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"c3\", \"s4\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"c3\": \"3\", \"s4\": \"2\", \"total_measure\": 140778.0, \"share_within_group\": 25.337055294886262}, {\"c3\": \"8\", \"s4\": \"3\", \"total_measure\": 139442.0, \"share_within_group\": 25.28037535670127}, {\"c3\": \"10\", \"s4\": \"2\", \"total_measure\": 138413.0, \"share_within_group\": 25.278835529499858}, {\"c3\": \"5\", \"s4\": \"3\", \"total_measure\": 140408.0, \"share_within_group\": 25.267552660230166}, {\"c3\": \"1\", \"s4\": \"2\", \"total_measure\": 142144.0, \"share_within_group\": 25.258773418439063}, {\"c3\": \"6\", \"s4\": \"3\", \"total_measure\": 139476.0, \"share_within_group\": 25.23803836841934}, {\"c3\": \"6\", \"s4\": \"1\", \"total_measure\": 139470.0, \"share_within_group\": 25.23695267460671}, {\"c3\": \"12\", \"s4\": \"4\", \"total_measure\": 137344.0, \"share_within_group\": 25.18691580215625}, {\"c3\": \"11\", \"s4\": \"1\", \"total_measure\": 137507.0, \"share_within_group\": 25.178022444835474}, {\"c3\": \"5\", \"s4\": \"4\", \"total_measure\": 139801.0, \"share_within_group\": 25.158318111879932}, {\"c3\": \"2\", \"s4\": \"3\", \"total_measure\": 140631.0, \"share_within_group\": 25.14541251021419}, {\"c3\": \"13\", \"s4\": \"1\", \"total_measure\": 136284.0, \"share_within_group\": 25.14423192234815}, {\"c3\": \"11\", \"s4\": \"3\", \"total_measure\": 137210.0, \"share_within_group\": 25.123640684880588}, {\"c3\": \"12\", \"s4\": \"1\", \"total_measure\": 136950.0, \"share_within_group\": 25.114661864408333}, {\"c3\": \"4\", \"s4\": \"2\", \"total_measure\": 139253.0, \"share_within_group\": 25.08217951789217}, {\"c3\": \"7\", \"s4\": \"4\", \"total_measure\": 139741.0, \"share_within_group\": 25.08000093326944}, {\"c3\": \"1\", \"s4\": \"1\", \"total_measure\": 141028.0, \"share_within_group\": 25.060461909441297}, {\"c3\": \"9\", \"s4\": \"4\", \"total_measure\": 136554.0, \"share_within_group\": 25.05499828445718}, {\"c3\": \"9\", \"s4\": \"3\", \"total_measure\": 136533.0, \"share_within_group\": 25.051145193636163}, {\"c3\": \"4\", \"s4\": \"4\", \"total_measure\": 139045.0, \"share_within_group\": 25.044714663707904}, {\"c3\": \"7\", \"s4\": \"3\", \"total_measure\": 139483.0, \"share_within_group\": 25.033696411040577}, {\"c3\": \"5\", \"s4\": \"2\", \"total_measure\": 139080.0, \"share_within_group\": 25.028568343575948}, {\"c3\": \"8\", \"s4\": \"2\", \"total_measure\": 138015.0, \"share_within_group\": 25.021664956434403}, {\"c3\": \"13\", \"s4\": \"3\", \"total_measure\": 135550.0, \"share_within_group\": 25.00880981681116}, {\"c3\": \"2\", \"s4\": \"1\", \"total_measure\": 139862.0, \"share_within_group\": 25.00791208555423}, {\"c3\": \"7\", \"s4\": \"2\", \"total_measure\": 139320.0, \"share_within_group\": 25.004442003585908}, {\"c3\": \"3\", \"s4\": \"3\", \"total_measure\": 138907.0, \"share_within_group\": 25.00031496289737}, {\"c3\": \"13\", \"s4\": \"4\", \"total_measure\": 135463.0, \"share_within_group\": 24.99275842283062}, {\"c3\": \"9\", \"s4\": \"1\", \"total_measure\": 136148.0, \"share_within_group\": 24.98050519525079}, {\"c3\": \"4\", \"s4\": \"1\", \"total_measure\": 138664.0, \"share_within_group\": 24.97608913753384}, {\"c3\": \"2\", \"s4\": \"4\", \"total_measure\": 139663.0, \"share_within_group\": 24.97233005108436}, {\"c3\": \"10\", \"s4\": \"1\", \"total_measure\": 136705.0, \"share_within_group\": 24.96689769790611}, {\"c3\": \"8\", \"s4\": \"4\", \"total_measure\": 137622.0, \"share_within_group\": 24.95041535075474}, {\"c3\": \"3\", \"s4\": \"1\", \"total_measure\": 138507.0, \"share_within_group\": 24.928323443498357}, {\"c3\": \"12\", \"s4\": \"2\", \"total_measure\": 135909.0, \"share_within_group\": 24.923757424825645}, {\"c3\": \"11\", \"s4\": \"4\", \"total_measure\": 136118.0, \"share_within_group\": 24.923691587672735}, {\"c3\": \"9\", \"s4\": \"2\", \"total_measure\": 135782.0, \"share_within_group\": 24.913351326655867}, {\"c3\": \"4\", \"s4\": \"3\", \"total_measure\": 138225.0, \"share_within_group\": 24.897016680866088}, {\"c3\": \"10\", \"s4\": \"3\", \"total_measure\": 136240.0, \"share_within_group\": 24.881973171154883}, {\"c3\": \"7\", \"s4\": \"1\", \"total_measure\": 138637.0, \"share_within_group\": 24.881860652104073}, {\"c3\": \"2\", \"s4\": \"2\", \"total_measure\": 139115.0, \"share_within_group\": 24.874345353147223}, {\"c3\": \"10\", \"s4\": \"4\", \"total_measure\": 136187.0, \"share_within_group\": 24.87229360143915}, {\"c3\": \"1\", \"s4\": \"4\", \"total_measure\": 139948.0, \"share_within_group\": 24.868547545895076}, {\"c3\": \"13\", \"s4\": \"2\", \"total_measure\": 134712.0, \"share_within_group\": 24.85419983801007}, {\"c3\": \"1\", \"s4\": \"3\", \"total_measure\": 139631.0, \"share_within_group\": 24.812217126224564}, {\"c3\": \"12\", \"s4\": \"3\", \"total_measure\": 135096.0, \"share_within_group\": 24.774664908609772}, {\"c3\": \"11\", \"s4\": \"2\", \"total_measure\": 135304.0, \"share_within_group\": 24.774645282611203}, {\"c3\": \"6\", \"s4\": \"2\", \"total_measure\": 136856.0, \"share_within_group\": 24.763952070237153}, {\"c3\": \"6\", \"s4\": \"4\", \"total_measure\": 136840.0, \"share_within_group\": 24.761056886736803}, {\"c3\": \"8\", \"s4\": \"1\", \"total_measure\": 136503.0, \"share_within_group\": 24.74754433610959}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 969.49}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad39b9781ca83fcad4b34487fc30a2671667ca53
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:37:25.906112+00:00",
+  "ended_at": "2026-05-19T15:37:48.838553+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_6b10338cb7306064",
+    "problem_id": "v2p_c10_cbea4c2ab088c444",
+    "dataset_id": "c10",
+    "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=c3, measure_col=c4.",
+    "bindings": {
+      "group_col": "c3",
+      "measure_col": "c4",
+      "item_col": "s4",
+      "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": 9.64,
+      "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
+    },
+    "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_a/c10/sql/v2q_c10_6b10338cb7306064.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_6b10338cb7306064",
+    "api_calls": 0,
+    "input_tokens": 14266,
+    "cached_input_tokens": 12032,
+    "output_tokens": 1241,
+    "total_tokens": 15507,
+    "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": 21943.43,
+    "sql_execution_elapsed_ms_total": 969.49,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/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_a/c10/artifacts/v2q_c10_6b10338cb7306064/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f85f040afbda0c1c172623b08deb58cfdb6d0e48
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:37:47.864602+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": 21943.43, "started_at": "2026-05-19T15:37:25.920426+00:00", "ended_at": "2026-05-19T15:37:47.863881+00:00", "prompt_metrics": {"chars": 6777, "bytes_utf8": 6777, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 647, "bytes_utf8": 647, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 12032, "output_tokens": 1241, "reasoning_output_tokens": 1034}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"agg\\\" AS (\\n  SELECT\\n    \\\"c3\\\",\\n    \\\"s4\\\",\\n    SUM(CAST(\\\"c4\\\" AS REAL)) AS \\\"total_measure\\\"\\n  FROM \\\"c10\\\"\\n  GROUP BY \\\"c3\\\", \\\"s4\\\"\\n)\\nSELECT\\n  \\\"c3\\\",\\n  \\\"s4\\\",\\n  \\\"total_measure\\\",\\n  \\\"total_measure\\\" * 100.0 / SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"c3\\\") AS \\\"share_within_group\\\"\\nFROM \\\"agg\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Used the planned Within-Group Share of Total template with group_col=\\\"c3\\\", item_col=\\\"s4\\\", and measure_col=\\\"c4\\\". CAST(\\\"c4\\\" AS REAL) is applied because the SQLite schema stores these numeric-like fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..827144ea190d789343857ab2782f40a3fee2692d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_6b10338cb7306064",
+  "api_calls": 0,
+  "input_tokens": 14266,
+  "cached_input_tokens": 12032,
+  "output_tokens": 1241,
+  "total_tokens": 15507,
+  "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": 21943.43,
+  "sql_execution_elapsed_ms_total": 969.49,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6b10338cb7306064/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_a/c10/artifacts/v2q_c10_6c6516c608773edc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6c6516c608773edc/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f5cf491f17c7d58243b6651791c6edae232e4b6e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6c6516c608773edc/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "0", "support": 513702, "support_share": 0.5011677934849416, "support_rank": 1}, {"value_label": "1", "support": 433097, "support_share": 0.42252953629720685, "support_rank": 2}, {"value_label": "2", "support": 48828, "support_share": 0.047636608423332456, "support_rank": 3}, {"value_label": "3", "support": 21634, "support_share": 0.021106135549897074, "support_rank": 4}, {"value_label": "4", "support": 3978, "support_share": 0.00388093774694881, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6c6516c608773edc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6c6516c608773edc/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ebcbdfe1e2ebf4251a8a404e1538922357a4fb8a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6c6516c608773edc/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_6c6516c608773edc
+-- problem_id: v2p_c10_3b6847c97553dad6
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "class" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "class"
+)
+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_a/c10/artifacts/v2q_c10_6c6516c608773edc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6c6516c608773edc/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ecdb7de8e3ddb62a22d5e04d334199a9ca46dfac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6c6516c608773edc/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_a\n-- sql_source_dataset_id: c10\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_c10_6c6516c608773edc\n-- problem_id: v2p_c10_3b6847c97553dad6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"class\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"class\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_6c6516c608773edc\\n-- problem_id: v2p_c10_3b6847c97553dad6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"class\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"class\\\"\\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\", \"support\": 513702, \"support_share\": 0.5011677934849416, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 433097, \"support_share\": 0.42252953629720685, \"support_rank\": 2}, {\"value_label\": \"2\", \"support\": 48828, \"support_share\": 0.047636608423332456, \"support_rank\": 3}, {\"value_label\": \"3\", \"support\": 21634, \"support_share\": 0.021106135549897074, \"support_rank\": 4}, {\"value_label\": \"4\", \"support\": 3978, \"support_share\": 0.00388093774694881, \"support_rank\": 5}, {\"value_label\": \"5\", \"support\": 2050, \"support_share\": 0.001999980487995239, \"support_rank\": 6}, {\"value_label\": \"6\", \"support\": 1460, \"support_share\": 0.0014243763475478288, \"support_rank\": 7}, {\"value_label\": \"7\", \"support\": 236, \"support_share\": 0.00023024165617896412, \"support_rank\": 8}, {\"value_label\": \"8\", \"support\": 17, \"support_share\": 1.6585204046789788e-05, \"support_rank\": 9}, {\"value_label\": \"9\", \"support\": 8, \"support_share\": 7.804801904371665e-06, \"support_rank\": 10}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 435.86}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6c6516c608773edc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6c6516c608773edc/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b861ac6e19697759c1393979406096a272eb922f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6c6516c608773edc/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:48.328529+00:00",
+  "ended_at": "2026-05-19T16:12:48.765880+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_6c6516c608773edc",
+    "problem_id": "v2p_c10_3b6847c97553dad6",
+    "dataset_id": "c10",
+    "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=class.",
+    "bindings": {
+      "group_col": "class"
+    },
+    "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_a/c10/sql/v2q_c10_6c6516c608773edc.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_a/c10/artifacts/v2q_c10_6c6516c608773edc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6c6516c608773edc/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6c6516c608773edc/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_a/c10/artifacts/v2q_c10_6ea09d441ca06f3d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6ea09d441ca06f3d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..947d8879be65c858130f8bd9fbb84217614f83eb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6ea09d441ca06f3d/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:05:19.271070+00:00",
+  "ended_at": "2026-05-19T16:05:27.383095+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_6ea09d441ca06f3d",
+    "problem_id": "v2p_c10_ec76265766f4cd75",
+    "dataset_id": "c10",
+    "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": "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 dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=c1, condition_col=s4.",
+    "bindings": {
+      "group_col": "c1",
+      "condition_col": "s4",
+      "condition_value": "4",
+      "positive_value": "2",
+      "negative_value": "4",
+      "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": 3.25,
+      "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=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=2/2",
+      "binding_index=100"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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",
+  "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_a/c10/artifacts/v2q_c10_6ea09d441ca06f3d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6ea09d441ca06f3d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..19e6432ff3e15cf78677bb85140a00a6de7f9547
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6ea09d441ca06f3d/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:05:23.445762+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": 4158.01, "started_at": "2026-05-19T16:05:19.286467+00:00", "ended_at": "2026-05-19T16:05:23.444503+00:00", "prompt_metrics": {"chars": 6618, "bytes_utf8": 6618, "lines": 231, "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-0838-7811-9208-1cb40a76339d\"}\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": "2026-05-19T16:05:27.383001+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": 2934.94, "started_at": "2026-05-19T16:05:24.447173+00:00", "ended_at": "2026-05-19T16:05:27.382165+00:00", "prompt_metrics": {"chars": 6618, "bytes_utf8": 6618, "lines": 231, "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-1c72-7141-9c1a-9f32cd33c101\"}\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_a/c10/artifacts/v2q_c10_6f74272531a02ca1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3d6d4a05285952ec0451febbeeb6ae1938960a9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/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=s4.
+Result preview: [{"s4": "4"}, {"s4": "4"}, {"s4": "4"}, {"s4": "4"}, {"s4": "4"}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..16a5a6780677b347e0d334cc45b56a2c247d292e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/generated_sql.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_6f74272531a02ca1
+-- problem_id: v2p_c10_1f4916f361389c1b
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT
+        "s4",
+        NTILE(10) OVER (ORDER BY CAST("s4" AS INTEGER) DESC) AS tail_bucket
+    FROM "c10"
+)
+SELECT "s4"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("s4" AS INTEGER) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..39e01e4698c0e35f7a8235cad33d742a3e4e2e6d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/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        \"s4\",\n        NTILE(10) OVER (ORDER BY CAST(\"s4\" AS INTEGER) DESC) AS tail_bucket\n    FROM \"c10\"\n)\nSELECT \"s4\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"s4\" AS INTEGER) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT\\n        \\\"s4\\\",\\n        NTILE(10) OVER (ORDER BY CAST(\\\"s4\\\" AS INTEGER) DESC) AS tail_bucket\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"s4\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"s4\\\" AS INTEGER) DESC;\", \"columns\": [\"s4\"], \"rows\": [{\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}, {\"s4\": \"4\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1402.79}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b46b2895de3c7015263b00383abbb24ae4fb4919
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:47:27.504831+00:00",
+  "ended_at": "2026-05-19T15:47:41.764764+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_6f74272531a02ca1",
+    "problem_id": "v2p_c10_1f4916f361389c1b",
+    "dataset_id": "c10",
+    "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=s4.",
+    "bindings": {
+      "measure_col": "s4",
+      "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": 3.25,
+      "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": "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=7",
+      "sql_variant_index=1/1",
+      "binding_index=66"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "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_a/c10/sql/v2q_c10_6f74272531a02ca1.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_6f74272531a02ca1",
+    "api_calls": 0,
+    "input_tokens": 14201,
+    "cached_input_tokens": 12032,
+    "output_tokens": 660,
+    "total_tokens": 14861,
+    "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": 12825.05,
+    "sql_execution_elapsed_ms_total": 1402.79,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/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_a/c10/artifacts/v2q_c10_6f74272531a02ca1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ef13cf92a82a2ec57ab3a0e7f2b2bf3d766d958c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:47:40.353376+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": 12825.05, "started_at": "2026-05-19T15:47:27.526557+00:00", "ended_at": "2026-05-19T15:47:40.351662+00:00", "prompt_metrics": {"chars": 6554, "bytes_utf8": 6554, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14201, "cached_input_tokens": 12032, "output_tokens": 660, "reasoning_output_tokens": 514}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT\\n        \\\"s4\\\",\\n        NTILE(10) OVER (ORDER BY CAST(\\\"s4\\\" AS INTEGER) DESC) AS tail_bucket\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"s4\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"s4\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col=\\\"s4\\\" and num_tiles=10. CAST is used in ordering because the SQLite schema stores \\\"s4\\\" as TEXT even though it is a numeric-discrete field.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a955e209fd143108f49802100a3e03ee6ecfcad8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_6f74272531a02ca1",
+  "api_calls": 0,
+  "input_tokens": 14201,
+  "cached_input_tokens": 12032,
+  "output_tokens": 660,
+  "total_tokens": 14861,
+  "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": 12825.05,
+  "sql_execution_elapsed_ms_total": 1402.79,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_6f74272531a02ca1/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_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0119e01dc742103b192e55e21f2e25a614bee5c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/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=s2.
+Result preview: [{"s2": "1", "row_count": 256671}, {"s2": "4", "row_count": 256535}, {"s2": "3", "row_count": 255943}, {"s2": "2", "row_count": 255861}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..990c50ce0c21dc613532c7475550263966a9d098
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_70c33bb9a0d85956
+-- problem_id: v2p_c10_3b92b7cb7b544164
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s2", COUNT(*) AS row_count
+FROM "c10"
+GROUP BY "s2"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..869a9965836675d04e955478d34e16d6c50d240b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/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 \"s2\", COUNT(*) AS row_count\nFROM \"c10\"\nGROUP BY \"s2\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"s2\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s2\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"s2\", \"row_count\"], \"rows\": [{\"s2\": \"1\", \"row_count\": 256671}, {\"s2\": \"4\", \"row_count\": 256535}, {\"s2\": \"3\", \"row_count\": 255943}, {\"s2\": \"2\", \"row_count\": 255861}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 395.69}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2247217fa772bcc7526ccee90bf9a093a0317862
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:32:13.469736+00:00",
+  "ended_at": "2026-05-19T15:32:21.101771+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_70c33bb9a0d85956",
+    "problem_id": "v2p_c10_3b92b7cb7b544164",
+    "dataset_id": "c10",
+    "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=s2.",
+    "bindings": {
+      "group_col": "s2",
+      "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": 12.0,
+      "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 {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=2",
+      "sql_variant_index=1/1",
+      "binding_index=13"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "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_a/c10/sql/v2q_c10_70c33bb9a0d85956.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_70c33bb9a0d85956",
+    "api_calls": 0,
+    "input_tokens": 14121,
+    "cached_input_tokens": 13696,
+    "output_tokens": 237,
+    "total_tokens": 14358,
+    "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": 7218.66,
+    "sql_execution_elapsed_ms_total": 395.69,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/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_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..281217c7c4f61a412402e3fca3a474ca83aa82a0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:20.703656+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": 7218.66, "started_at": "2026-05-19T15:32:13.483530+00:00", "ended_at": "2026-05-19T15:32:20.702230+00:00", "prompt_metrics": {"chars": 6292, "bytes_utf8": 6292, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 286, "bytes_utf8": 286, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14121, "cached_input_tokens": 13696, "output_tokens": 237, "reasoning_output_tokens": 157}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"s2\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s2\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the Grouped Count by Category template with group_col bound to \\\"s2\\\" to inspect count distribution across s2 subgroups.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d75cda4bf19c088cde11746d569a8180418f530
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_70c33bb9a0d85956",
+  "api_calls": 0,
+  "input_tokens": 14121,
+  "cached_input_tokens": 13696,
+  "output_tokens": 237,
+  "total_tokens": 14358,
+  "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": 7218.66,
+  "sql_execution_elapsed_ms_total": 395.69,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_70c33bb9a0d85956/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_a/c10/artifacts/v2q_c10_72025c8062f48e0c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..376ca12889d09615fc0b97654b81a98379525b8d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/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=s1, measure_col=s5.
+Result preview: [{"s1": "1", "percentile_measure": 4.0}, {"s1": "2", "percentile_measure": 4.0}, {"s1": "3", "percentile_measure": 4.0}, {"s1": "4", "percentile_measure": 4.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7aaceab18e33c66ac14be008dc1616d99c239b51
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/generated_sql.sql
@@ -0,0 +1,58 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_72025c8062f48e0c
+-- problem_id: v2p_c10_e83b108684f18a58
+-- realization_mode: agent
+-- source_kind: agent
+WITH "base" AS (
+  SELECT
+    "s1",
+    CAST("s5" AS REAL) AS "measure"
+  FROM "c10"
+),
+"ranked" AS (
+  SELECT
+    "s1",
+    "measure",
+    ROW_NUMBER() OVER (PARTITION BY "s1" ORDER BY "measure") AS "rn",
+    COUNT(*) OVER (PARTITION BY "s1") AS "cnt"
+  FROM "base"
+),
+"params" AS (
+  SELECT DISTINCT
+    "s1",
+    (1.0 + 0.9 * ("cnt" - 1)) AS "r"
+  FROM "ranked"
+),
+"picked" AS (
+  SELECT
+    p."s1",
+    p."r",
+    MAX(CASE WHEN r."rn" = CAST(p."r" AS INTEGER) THEN r."measure" END) AS "lo_val",
+    MAX(CASE
+          WHEN r."rn" = CASE
+                           WHEN CAST(p."r" AS INTEGER) < p."r" THEN CAST(p."r" AS INTEGER) + 1
+                           ELSE CAST(p."r" AS INTEGER)
+                         END
+          THEN r."measure"
+        END) AS "hi_val"
+  FROM "params" AS p
+  JOIN "ranked" AS r
+    ON r."s1" = p."s1"
+  GROUP BY p."s1", p."r"
+)
+SELECT
+  "s1",
+  CASE
+    WHEN CAST("r" AS INTEGER) = "r" THEN "lo_val"
+    ELSE "lo_val" + ("r" - CAST("r" AS INTEGER)) * ("hi_val" - "lo_val")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7e6dfbb646c6980c0d07aa3f2511d8393177f2dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/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 \"base\" AS (\n  SELECT\n    \"s1\",\n    CAST(\"s5\" AS REAL) AS \"measure\"\n  FROM \"c10\"\n),\n\"ranked\" AS (\n  SELECT\n    \"s1\",\n    \"measure\",\n    ROW_NUMBER() OVER (PARTITION BY \"s1\" ORDER BY \"measure\") AS \"rn\",\n    COUNT(*) OVER (PARTITION BY \"s1\") AS \"cnt\"\n  FROM \"base\"\n),\n\"params\" AS (\n  SELECT DISTINCT\n    \"s1\",\n    (1.0 + 0.9 * (\"cnt\" - 1)) AS \"r\"\n  FROM \"ranked\"\n),\n\"picked\" AS (\n  SELECT\n    p.\"s1\",\n    p.\"r\",\n    MAX(CASE WHEN r.\"rn\" = CAST(p.\"r\" AS INTEGER) THEN r.\"measure\" END) AS \"lo_val\",\n    MAX(CASE\n          WHEN r.\"rn\" = CASE\n                           WHEN CAST(p.\"r\" AS INTEGER) < p.\"r\" THEN CAST(p.\"r\" AS INTEGER) + 1\n                           ELSE CAST(p.\"r\" AS INTEGER)\n                         END\n          THEN r.\"measure\"\n        END) AS \"hi_val\"\n  FROM \"params\" AS p\n  JOIN \"ranked\" AS r\n    ON r.\"s1\" = p.\"s1\"\n  GROUP BY p.\"s1\", p.\"r\"\n)\nSELECT\n  \"s1\",\n  CASE\n    WHEN CAST(\"r\" AS INTEGER) = \"r\" THEN \"lo_val\"\n    ELSE \"lo_val\" + (\"r\" - CAST(\"r\" AS INTEGER)) * (\"hi_val\" - \"lo_val\")\n  END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n  SELECT\\n    \\\"s1\\\",\\n    CAST(\\\"s5\\\" AS REAL) AS \\\"measure\\\"\\n  FROM \\\"c10\\\"\\n),\\n\\\"ranked\\\" AS (\\n  SELECT\\n    \\\"s1\\\",\\n    \\\"measure\\\",\\n    ROW_NUMBER() OVER (PARTITION BY \\\"s1\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"s1\\\") AS \\\"cnt\\\"\\n  FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n  SELECT DISTINCT\\n    \\\"s1\\\",\\n    (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"r\\\"\\n  FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    p.\\\"s1\\\",\\n    p.\\\"r\\\",\\n    MAX(CASE WHEN r.\\\"rn\\\" = CAST(p.\\\"r\\\" AS INTEGER) THEN r.\\\"measure\\\" END) AS \\\"lo_val\\\",\\n    MAX(CASE\\n          WHEN r.\\\"rn\\\" = CASE\\n                           WHEN CAST(p.\\\"r\\\" AS INTEGER) < p.\\\"r\\\" THEN CAST(p.\\\"r\\\" AS INTEGER) + 1\\n                           ELSE CAST(p.\\\"r\\\" AS INTEGER)\\n                         END\\n          THEN r.\\\"measure\\\"\\n        END) AS \\\"hi_val\\\"\\n  FROM \\\"params\\\" AS p\\n  JOIN \\\"ranked\\\" AS r\\n    ON r.\\\"s1\\\" = p.\\\"s1\\\"\\n  GROUP BY p.\\\"s1\\\", p.\\\"r\\\"\\n)\\nSELECT\\n  \\\"s1\\\",\\n  CASE\\n    WHEN CAST(\\\"r\\\" AS INTEGER) = \\\"r\\\" THEN \\\"lo_val\\\"\\n    ELSE \\\"lo_val\\\" + (\\\"r\\\" - CAST(\\\"r\\\" AS INTEGER)) * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"s1\", \"percentile_measure\"], \"rows\": [{\"s1\": \"1\", \"percentile_measure\": 4.0}, {\"s1\": \"2\", \"percentile_measure\": 4.0}, {\"s1\": \"3\", \"percentile_measure\": 4.0}, {\"s1\": \"4\", \"percentile_measure\": 4.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3910.4}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..29670c87cee8d23af9df47ed62f27c4534795bcf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:56:45.045133+00:00",
+  "ended_at": "2026-05-19T15:57:21.116457+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_72025c8062f48e0c",
+    "problem_id": "v2p_c10_e83b108684f18a58",
+    "dataset_id": "c10",
+    "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=s1, measure_col=s5.",
+    "bindings": {
+      "group_col": "s1",
+      "measure_col": "s5",
+      "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": 2.98,
+      "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=5",
+      "sql_variant_index=2/2",
+      "binding_index=88"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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_a/c10/sql/v2q_c10_72025c8062f48e0c.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_72025c8062f48e0c",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 13696,
+    "output_tokens": 2013,
+    "total_tokens": 16198,
+    "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": 31140.51,
+    "sql_execution_elapsed_ms_total": 3910.4,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/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_a/c10/artifacts/v2q_c10_72025c8062f48e0c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6a939b7b006c815f5c4b10fd997b55000b02b021
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:56:48.654534+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": 3593.12, "started_at": "2026-05-19T15:56:45.059600+00:00", "ended_at": "2026-05-19T15:56:48.652755+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "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\":\"019e40f4-2f8e-7a81-af65-8c63e87a8df0\"}\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": "2026-05-19T15:57:17.203589+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": 27547.39, "started_at": "2026-05-19T15:56:49.655364+00:00", "ended_at": "2026-05-19T15:57:17.202785+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1570, "bytes_utf8": 1570, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 13696, "output_tokens": 2013, "reasoning_output_tokens": 1513}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n  SELECT\\n    \\\"s1\\\",\\n    CAST(\\\"s5\\\" AS REAL) AS \\\"measure\\\"\\n  FROM \\\"c10\\\"\\n),\\n\\\"ranked\\\" AS (\\n  SELECT\\n    \\\"s1\\\",\\n    \\\"measure\\\",\\n    ROW_NUMBER() OVER (PARTITION BY \\\"s1\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"s1\\\") AS \\\"cnt\\\"\\n  FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n  SELECT DISTINCT\\n    \\\"s1\\\",\\n    (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"r\\\"\\n  FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    p.\\\"s1\\\",\\n    p.\\\"r\\\",\\n    MAX(CASE WHEN r.\\\"rn\\\" = CAST(p.\\\"r\\\" AS INTEGER) THEN r.\\\"measure\\\" END) AS \\\"lo_val\\\",\\n    MAX(CASE\\n          WHEN r.\\\"rn\\\" = CASE\\n                           WHEN CAST(p.\\\"r\\\" AS INTEGER) < p.\\\"r\\\" THEN CAST(p.\\\"r\\\" AS INTEGER) + 1\\n                           ELSE CAST(p.\\\"r\\\" AS INTEGER)\\n                         END\\n          THEN r.\\\"measure\\\"\\n        END) AS \\\"hi_val\\\"\\n  FROM \\\"params\\\" AS p\\n  JOIN \\\"ranked\\\" AS r\\n    ON r.\\\"s1\\\" = p.\\\"s1\\\"\\n"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8618247a69c8bfa0be5e136920cbad0327bc2a5b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_72025c8062f48e0c",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 13696,
+  "output_tokens": 2013,
+  "total_tokens": 16198,
+  "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": 31140.51,
+  "sql_execution_elapsed_ms_total": 3910.4,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_72025c8062f48e0c/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_a/c10/artifacts/v2q_c10_727a3fa693afa220/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..65b23f2ac00141e7abdc586ac810aff9518e3621
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/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=s1, measure_col=c2.
+Result preview: [{"s1": "2", "c1": "1", "total_measure": 142126.0, "share_within_group": 7.938465525658168}, {"s1": "4", "c1": "4", "total_measure": 141561.0, "share_within_group": 7.881186222607977}, {"s1": "4", "c1": "1", "total_measure": 141520.0, "share_within_group": 7.878903612036373}, {"s1": "4", "c1": "2", "total_measure": 141498.0, "share_within_group": 7.877678796607706}, {"s1": "3", "c1": "1", "total_measure": 141868.0, "share_within_group": 7.872152706489471}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..52b0277cd4cd8bd03e7084bc2b7abd097b2cbeda
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_727a3fa693afa220
+-- problem_id: v2p_c10_4c33450ea086fc0a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "s1",
+  "c1",
+  SUM(CAST("c2" AS REAL)) AS total_measure,
+  SUM(CAST("c2" AS REAL)) * 100.0 / SUM(SUM(CAST("c2" AS REAL))) OVER (PARTITION BY "s1") AS share_within_group
+FROM "c10"
+GROUP BY "s1", "c1"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f1e8af1d28b210ccd4231108cdb7466ccb70b1aa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/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  \"s1\",\n  \"c1\",\n  SUM(CAST(\"c2\" AS REAL)) AS total_measure,\n  SUM(CAST(\"c2\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"c2\" AS REAL))) OVER (PARTITION BY \"s1\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"s1\", \"c1\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"s1\\\",\\n  \\\"c1\\\",\\n  SUM(CAST(\\\"c2\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"c2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c2\\\" AS REAL))) OVER (PARTITION BY \\\"s1\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\", \\\"c1\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"s1\", \"c1\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"s1\": \"2\", \"c1\": \"1\", \"total_measure\": 142126.0, \"share_within_group\": 7.938465525658168}, {\"s1\": \"4\", \"c1\": \"4\", \"total_measure\": 141561.0, \"share_within_group\": 7.881186222607977}, {\"s1\": \"4\", \"c1\": \"1\", \"total_measure\": 141520.0, \"share_within_group\": 7.878903612036373}, {\"s1\": \"4\", \"c1\": \"2\", \"total_measure\": 141498.0, \"share_within_group\": 7.877678796607706}, {\"s1\": \"3\", \"c1\": \"1\", \"total_measure\": 141868.0, \"share_within_group\": 7.872152706489471}, {\"s1\": \"1\", \"c1\": \"3\", \"total_measure\": 141019.0, \"share_within_group\": 7.865689965122317}, {\"s1\": \"3\", \"c1\": \"2\", \"total_measure\": 141743.0, \"share_within_group\": 7.865216546902311}, {\"s1\": \"1\", \"c1\": \"2\", \"total_measure\": 140171.0, \"share_within_group\": 7.8183906289305725}, {\"s1\": \"3\", \"c1\": \"3\", \"total_measure\": 140887.0, \"share_within_group\": 7.817717726049441}, {\"s1\": \"1\", \"c1\": \"1\", \"total_measure\": 140106.0, \"share_within_group\": 7.81476509018946}, {\"s1\": \"3\", \"c1\": \"4\", \"total_measure\": 140630.0, \"share_within_group\": 7.803456981938241}, {\"s1\": \"4\", \"c1\": \"5\", \"total_measure\": 139691.0, \"share_within_group\": 7.777076911171375}, {\"s1\": \"1\", \"c1\": \"6\", \"total_measure\": 139397.0, \"share_within_group\": 7.775218829151786}, {\"s1\": \"1\", \"c1\": \"5\", \"total_measure\": 139170.0, \"share_within_group\": 7.762557332317439}, {\"s1\": \"2\", \"c1\": \"8\", \"total_measure\": 138756.0, \"share_within_group\": 7.750233753699006}, {\"s1\": \"2\", \"c1\": \"6\", \"total_measure\": 138580.0, \"share_within_group\": 7.740403251661969}, {\"s1\": \"2\", \"c1\": \"5\", \"total_measure\": 138509.0, \"share_within_group\": 7.736437537772028}, {\"s1\": \"4\", \"c1\": \"3\", \"total_measure\": 138836.0, \"share_within_group\": 7.7294761297391315}, {\"s1\": \"2\", \"c1\": \"4\", \"total_measure\": 138244.0, \"share_within_group\": 7.7216359295912635}, {\"s1\": \"4\", \"c1\": \"6\", \"total_measure\": 138592.0, \"share_within_group\": 7.715891813166654}, {\"s1\": \"2\", \"c1\": \"9\", \"total_measure\": 138135.0, \"share_within_group\": 7.715547720943326}, {\"s1\": \"1\", \"c1\": \"8\", \"total_measure\": 138110.0, \"share_within_group\": 7.703433162077757}, {\"s1\": \"3\", \"c1\": \"5\", \"total_measure\": 138737.0, \"share_within_group\": 7.698415781150293}, {\"s1\": \"3\", \"c1\": \"6\", \"total_measure\": 138681.0, \"share_within_group\": 7.695308381655245}, {\"s1\": \"2\", \"c1\": \"10\", \"total_measure\": 137695.0, \"share_within_group\": 7.690971465850735}, {\"s1\": \"4\", \"c1\": \"7\", \"total_measure\": 138073.0, \"share_within_group\": 7.686997303735854}, {\"s1\": \"2\", \"c1\": \"3\", \"total_measure\": 137577.0, \"share_within_group\": 7.684380561075904}, {\"s1\": \"2\", \"c1\": \"11\", \"total_measure\": 137529.0, \"share_within_group\": 7.6816995150658025}, {\"s1\": \"1\", \"c1\": \"7\", \"total_measure\": 137690.0, \"share_within_group\": 7.680006604058261}, {\"s1\": \"1\", \"c1\": \"4\", \"total_measure\": 137494.0, \"share_within_group\": 7.669074210315829}, {\"s1\": \"3\", \"c1\": \"12\", \"total_measure\": 138185.0, \"share_within_group\": 7.667785700413395}, {\"s1\": \"4\", \"c1\": \"8\", \"total_measure\": 137723.0, \"share_within_group\": 7.667511603734351}, {\"s1\": \"3\", \"c1\": \"9\", \"total_measure\": 138115.0, \"share_within_group\": 7.663901451044586}, {\"s1\": \"1\", \"c1\": \"11\", \"total_measure\": 137125.0, \"share_within_group\": 7.648492305770128}, {\"s1\": \"2\", \"c1\": \"7\", \"total_measure\": 136850.0, \"share_within_group\": 7.643773885047918}, {\"s1\": \"1\", \"c1\": \"10\", \"total_measure\": 136961.0, \"share_within_group\": 7.639344792638706}, {\"s1\": \"3\", \"c1\": \"7\", \"total_measure\": 137326.0, \"share_within_group\": 7.620120411730433}, {\"s1\": \"3\", \"c1\": \"8\", \"total_measure\": 137163.0, \"share_within_group\": 7.611075659628777}, {\"s1\": \"2\", \"c1\": \"2\", \"total_measure\": 136246.0, \"share_within_group\": 7.610037389420816}, {\"s1\": \"2\", \"c1\": \"12\", \"total_measure\": 136166.0, \"share_within_group\": 7.605568979403981}, {\"s1\": \"1\", \"c1\": \"9\", \"total_measure\": 135839.0, \"share_within_group\": 7.576762416215194}, {\"s1\": \"4\", \"c1\": \"11\", \"total_measure\": 136004.0, \"share_within_group\": 7.571808980012682}, {\"s1\": \"4\", \"c1\": \"12\", \"total_measure\": 135885.0, \"share_within_group\": 7.565183842012171}, {\"s1\": \"4\", \"c1\": \"13\", \"total_measure\": 135855.0, \"share_within_group\": 7.5635136391549}, {\"s1\": \"3\", \"c1\": \"13\", \"total_measure\": 136281.0, \"share_within_group\": 7.562134117581778}, {\"s1\": \"3\", \"c1\": \"11\", \"total_measure\": 136269.0, \"share_within_group\": 7.56146824626141}, {\"s1\": \"3\", \"c1\": \"10\", \"total_measure\": 136265.0, \"share_within_group\": 7.561246289154621}, {\"s1\": \"4\", \"c1\": \"10\", \"total_measure\": 135786.0, \"share_within_group\": 7.559672172583174}, {\"s1\": \"1\", \"c1\": \"13\", \"total_measure\": 135378.0, \"share_within_group\": 7.551048979912842}, {\"s1\": \"4\", \"c1\": \"9\", \"total_measure\": 135165.0, \"share_within_group\": 7.52509897343765}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1001.1}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..afb49dbd9cc8468494b3b8a9eb5986ce1898ff9e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:40:34.230604+00:00",
+  "ended_at": "2026-05-19T15:40:46.388276+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_727a3fa693afa220",
+    "problem_id": "v2p_c10_4c33450ea086fc0a",
+    "dataset_id": "c10",
+    "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=s1, measure_col=c2.",
+    "bindings": {
+      "group_col": "s1",
+      "measure_col": "c2",
+      "item_col": "c1",
+      "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": 12.0,
+      "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=10",
+      "sql_variant_index=1/2",
+      "binding_index=33"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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_a/c10/sql/v2q_c10_727a3fa693afa220.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_727a3fa693afa220",
+    "api_calls": 0,
+    "input_tokens": 14265,
+    "cached_input_tokens": 13696,
+    "output_tokens": 561,
+    "total_tokens": 14826,
+    "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": 11135.12,
+    "sql_execution_elapsed_ms_total": 1001.1,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/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_a/c10/artifacts/v2q_c10_727a3fa693afa220/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..86c395e516c25e98bd9cff038a17fd392fedf124
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:40:45.381886+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": 11135.12, "started_at": "2026-05-19T15:40:34.245645+00:00", "ended_at": "2026-05-19T15:40:45.380795+00:00", "prompt_metrics": {"chars": 6770, "bytes_utf8": 6770, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14265, "cached_input_tokens": 13696, "output_tokens": 561, "reasoning_output_tokens": 388}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"s1\\\",\\n  \\\"c1\\\",\\n  SUM(CAST(\\\"c2\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"c2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c2\\\" AS REAL))) OVER (PARTITION BY \\\"s1\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\", \\\"c1\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the Within-Group Share of Total template with group_col=\\\"s1\\\", item_col=\\\"c1\\\", and measure_col=\\\"c2\\\". \\\"c2\\\" is cast from TEXT to REAL so SQLite can aggregate it numerically.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..003eef372b809678d8cddc6429022d4df2cd4e2c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_727a3fa693afa220",
+  "api_calls": 0,
+  "input_tokens": 14265,
+  "cached_input_tokens": 13696,
+  "output_tokens": 561,
+  "total_tokens": 14826,
+  "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": 11135.12,
+  "sql_execution_elapsed_ms_total": 1001.1,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_727a3fa693afa220/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_a/c10/artifacts/v2q_c10_7303da6d47482102/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af9fb57fc4739245e27bb56715ff73489d154929
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/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=s4, measure_col=s5.
+Result preview: [{"s4": "2", "c4": "7", "total_measure": 50450.0, "share_within_group": 7.839170368712931}, {"s4": "1", "c4": "7", "total_measure": 50563.0, "share_within_group": 7.821229914429437}, {"s4": "3", "c4": "2", "total_measure": 49931.0, "share_within_group": 7.795957050492371}, {"s4": "4", "c4": "13", "total_measure": 49085.0, "share_within_group": 7.7741297361848245}, {"s4": "4", "c4": "3", "total_measure": 49003.0, "share_within_group": 7.7611424969392875}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9625886471853ca45d165195bc55fc5f2a8eec0b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_7303da6d47482102
+-- problem_id: v2p_c10_2e21e4f1d3ece7d2
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "s4",
+  "c4",
+  SUM(CAST("s5" AS REAL)) AS total_measure,
+  SUM(CAST("s5" AS REAL)) * 100.0 / SUM(SUM(CAST("s5" AS REAL))) OVER (PARTITION BY "s4") AS share_within_group
+FROM "c10"
+GROUP BY "s4", "c4"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9502bc1763757353c7ead212d918ba51ba5b08f1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/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  \"s4\",\n  \"c4\",\n  SUM(CAST(\"s5\" AS REAL)) AS total_measure,\n  SUM(CAST(\"s5\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"s5\" AS REAL))) OVER (PARTITION BY \"s4\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"s4\", \"c4\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"s4\\\",\\n  \\\"c4\\\",\\n  SUM(CAST(\\\"s5\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"s5\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"s5\\\" AS REAL))) OVER (PARTITION BY \\\"s4\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s4\\\", \\\"c4\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"s4\", \"c4\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"s4\": \"2\", \"c4\": \"7\", \"total_measure\": 50450.0, \"share_within_group\": 7.839170368712931}, {\"s4\": \"1\", \"c4\": \"7\", \"total_measure\": 50563.0, \"share_within_group\": 7.821229914429437}, {\"s4\": \"3\", \"c4\": \"2\", \"total_measure\": 49931.0, \"share_within_group\": 7.795957050492371}, {\"s4\": \"4\", \"c4\": \"13\", \"total_measure\": 49085.0, \"share_within_group\": 7.7741297361848245}, {\"s4\": \"4\", \"c4\": \"3\", \"total_measure\": 49003.0, \"share_within_group\": 7.7611424969392875}, {\"s4\": \"3\", \"c4\": \"10\", \"total_measure\": 49644.0, \"share_within_group\": 7.751146418350188}, {\"s4\": \"1\", \"c4\": \"11\", \"total_measure\": 50090.0, \"share_within_group\": 7.748064917306539}, {\"s4\": \"2\", \"c4\": \"12\", \"total_measure\": 49830.0, \"share_within_group\": 7.7428317041222074}, {\"s4\": \"2\", \"c4\": \"9\", \"total_measure\": 49812.0, \"share_within_group\": 7.740034775150218}, {\"s4\": \"4\", \"c4\": \"7\", \"total_measure\": 48857.0, \"share_within_group\": 7.738018875843577}, {\"s4\": \"2\", \"c4\": \"3\", \"total_measure\": 49741.0, \"share_within_group\": 7.729002444205151}, {\"s4\": \"1\", \"c4\": \"12\", \"total_measure\": 49962.0, \"share_within_group\": 7.728265510051293}, {\"s4\": \"3\", \"c4\": \"4\", \"total_measure\": 49492.0, \"share_within_group\": 7.727413958121576}, {\"s4\": \"3\", \"c4\": \"9\", \"total_measure\": 49485.0, \"share_within_group\": 7.7263210158742055}, {\"s4\": \"1\", \"c4\": \"10\", \"total_measure\": 49949.0, \"share_within_group\": 7.726254632751932}, {\"s4\": \"4\", \"c4\": \"10\", \"total_measure\": 48677.0, \"share_within_group\": 7.70951030188996}, {\"s4\": \"1\", \"c4\": \"5\", \"total_measure\": 49840.0, \"share_within_group\": 7.709394200011137}, {\"s4\": \"2\", \"c4\": \"11\", \"total_measure\": 49582.0, \"share_within_group\": 7.7042962382859175}, {\"s4\": \"1\", \"c4\": \"13\", \"total_measure\": 49801.0, \"share_within_group\": 7.7033615681130545}, {\"s4\": \"3\", \"c4\": \"5\", \"total_measure\": 49337.0, \"share_within_group\": 7.7032130940726615}, {\"s4\": \"3\", \"c4\": \"1\", \"total_measure\": 49320.0, \"share_within_group\": 7.70055880575762}, {\"s4\": \"4\", \"c4\": \"6\", \"total_measure\": 48598.0, \"share_within_group\": 7.69699820554365}, {\"s4\": \"3\", \"c4\": \"11\", \"total_measure\": 49283.0, \"share_within_group\": 7.694781825307234}, {\"s4\": \"2\", \"c4\": \"8\", \"total_measure\": 49520.0, \"share_within_group\": 7.694662371826845}, {\"s4\": \"4\", \"c4\": \"8\", \"total_measure\": 48582.0, \"share_within_group\": 7.694464110081107}, {\"s4\": \"2\", \"c4\": \"4\", \"total_measure\": 49502.0, \"share_within_group\": 7.691865442854857}, {\"s4\": \"4\", \"c4\": \"4\", \"total_measure\": 48564.0, \"share_within_group\": 7.6916132526857455}, {\"s4\": \"4\", \"c4\": \"9\", \"total_measure\": 48556.0, \"share_within_group\": 7.690346204954474}, {\"s4\": \"3\", \"c4\": \"8\", \"total_measure\": 49243.0, \"share_within_group\": 7.688536441036546}, {\"s4\": \"2\", \"c4\": \"1\", \"total_measure\": 49478.0, \"share_within_group\": 7.688136204225538}, {\"s4\": \"1\", \"c4\": \"2\", \"total_measure\": 49695.0, \"share_within_group\": 7.6869651839798046}, {\"s4\": \"4\", \"c4\": \"12\", \"total_measure\": 48497.0, \"share_within_group\": 7.681001727936343}, {\"s4\": \"1\", \"c4\": \"1\", \"total_measure\": 49648.0, \"share_within_group\": 7.679695089128269}, {\"s4\": \"1\", \"c4\": \"9\", \"total_measure\": 49630.0, \"share_within_group\": 7.676910797483}, {\"s4\": \"1\", \"c4\": \"6\", \"total_measure\": 49612.0, \"share_within_group\": 7.674126505837732}, {\"s4\": \"3\", \"c4\": \"7\", \"total_measure\": 49124.0, \"share_within_group\": 7.669956422831251}, {\"s4\": \"2\", \"c4\": \"2\", \"total_measure\": 49355.0, \"share_within_group\": 7.6690238562502815}, {\"s4\": \"1\", \"c4\": \"4\", \"total_measure\": 49515.0, \"share_within_group\": 7.659122267527116}, {\"s4\": \"4\", \"c4\": \"2\", \"total_measure\": 48343.0, \"share_within_group\": 7.656611059109361}, {\"s4\": \"3\", \"c4\": \"13\", \"total_measure\": 49009.0, \"share_within_group\": 7.652000943053025}, {\"s4\": \"4\", \"c4\": \"1\", \"total_measure\": 48309.0, \"share_within_group\": 7.651226106251455}, {\"s4\": \"2\", \"c4\": \"6\", \"total_measure\": 49228.0, \"share_within_group\": 7.649289968503472}, {\"s4\": \"4\", \"c4\": \"11\", \"total_measure\": 48267.0, \"share_within_group\": 7.644574105662278}, {\"s4\": \"2\", \"c4\": \"10\", \"total_measure\": 49162.0, \"share_within_group\": 7.639034562272847}, {\"s4\": \"3\", \"c4\": \"12\", \"total_measure\": 48901.0, \"share_within_group\": 7.635138405522169}, {\"s4\": \"3\", \"c4\": \"3\", \"total_measure\": 48875.0, \"share_within_group\": 7.631078905746222}, {\"s4\": \"3\", \"c4\": \"6\", \"total_measure\": 48829.0, \"share_within_group\": 7.623896713834931}, {\"s4\": \"1\", \"c4\": \"8\", \"total_measure\": 49264.0, \"share_within_group\": 7.6202968673625335}, {\"s4\": \"2\", \"c4\": \"5\", \"total_measure\": 49027.0, \"share_within_group\": 7.618057594982931}, {\"s4\": \"4\", \"c4\": \"5\", \"total_measure\": 48051.0, \"share_within_group\": 7.610363816917938}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 992.32}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8693019dec615839b80caa5b061fc7893b731088
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:38:06.879075+00:00",
+  "ended_at": "2026-05-19T15:38:22.823171+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_7303da6d47482102",
+    "problem_id": "v2p_c10_2e21e4f1d3ece7d2",
+    "dataset_id": "c10",
+    "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=s4, measure_col=s5.",
+    "bindings": {
+      "group_col": "s4",
+      "measure_col": "s5",
+      "item_col": "c4",
+      "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": 2.98,
+      "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_a/c10/sql/v2q_c10_7303da6d47482102.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_7303da6d47482102",
+    "api_calls": 0,
+    "input_tokens": 14265,
+    "cached_input_tokens": 12032,
+    "output_tokens": 562,
+    "total_tokens": 14827,
+    "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": 14932.36,
+    "sql_execution_elapsed_ms_total": 992.32,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/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_a/c10/artifacts/v2q_c10_7303da6d47482102/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..aebeec8808751ea4a8b292788914760649b1a3f5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:38:21.827081+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": 14932.36, "started_at": "2026-05-19T15:38:06.893921+00:00", "ended_at": "2026-05-19T15:38:21.826313+00:00", "prompt_metrics": {"chars": 6772, "bytes_utf8": 6772, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14265, "cached_input_tokens": 12032, "output_tokens": 562, "reasoning_output_tokens": 390}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"s4\\\",\\n  \\\"c4\\\",\\n  SUM(CAST(\\\"s5\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"s5\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"s5\\\" AS REAL))) OVER (PARTITION BY \\\"s4\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s4\\\", \\\"c4\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with bound roles group_col=\\\"s4\\\", item_col=\\\"c4\\\", and measure_col=\\\"s5\\\". Since \\\"s5\\\" is stored as TEXT in SQLite, it is cast to REAL before aggregation.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..39a43d0d57284f44b8d24039530ac91a92c901bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_7303da6d47482102",
+  "api_calls": 0,
+  "input_tokens": 14265,
+  "cached_input_tokens": 12032,
+  "output_tokens": 562,
+  "total_tokens": 14827,
+  "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": 14932.36,
+  "sql_execution_elapsed_ms_total": 992.32,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7303da6d47482102/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_a/c10/artifacts/v2q_c10_7346f3847c78ea86/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..38632ffa54844adaad650610bc6a7413823d885d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/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=c2.
+Result preview: [{"empirical_cdf_at_threshold": 0.9227266075452922}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0a04891e04c57458931ab920da9089f9b20818e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/generated_sql.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_7346f3847c78ea86
+-- problem_id: v2p_c10_ca849d7b920778e1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("c2" AS REAL) <= 12.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "c10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..45805279a8313f80837d384a2ae6cf2df4753269
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/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_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"c2\" AS REAL) <= 12.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c10\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"c2\\\" AS REAL) <= 12.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c10\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.9227266075452922}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 130.47}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c23906970d9ee95b61ef0d252fc012548d9f5435
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:07:09.309512+00:00",
+  "ended_at": "2026-05-19T16:07:22.055353+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_7346f3847c78ea86",
+    "problem_id": "v2p_c10_ca849d7b920778e1",
+    "dataset_id": "c10",
+    "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=c2.",
+    "bindings": {
+      "measure_col": "c2",
+      "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": 12.0,
+      "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=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_a/c10/sql/v2q_c10_7346f3847c78ea86.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_7346f3847c78ea86",
+    "api_calls": 0,
+    "input_tokens": 14137,
+    "cached_input_tokens": 12288,
+    "output_tokens": 345,
+    "total_tokens": 14482,
+    "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": 11593.75,
+    "sql_execution_elapsed_ms_total": 130.47,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/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_a/c10/artifacts/v2q_c10_7346f3847c78ea86/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6254fc6d18cf2a2ac14e674ce06d6d91c4e8510e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:07:12.299125+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": 2971.92, "started_at": "2026-05-19T16:07:09.326428+00:00", "ended_at": "2026-05-19T16:07:12.298382+00:00", "prompt_metrics": {"chars": 6319, "bytes_utf8": 6319, "lines": 226, "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-b609-7053-bce1-666984538678\"}\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": "2026-05-19T16:07:21.923316+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": 8621.83, "started_at": "2026-05-19T16:07:13.300416+00:00", "ended_at": "2026-05-19T16:07:21.922289+00:00", "prompt_metrics": {"chars": 6319, "bytes_utf8": 6319, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 342, "bytes_utf8": 342, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14137, "cached_input_tokens": 12288, "output_tokens": 345, "reasoning_output_tokens": 238}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"c2\\\" AS REAL) <= 12.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c10\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col=\\\"c2\\\" and measure_threshold=12.0. CAST to REAL is used because \\\"c2\\\" is stored as TEXT in the schema.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..32f27ca351e7a00ac9aa48041037ad5f87168799
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_7346f3847c78ea86",
+  "api_calls": 0,
+  "input_tokens": 14137,
+  "cached_input_tokens": 12288,
+  "output_tokens": 345,
+  "total_tokens": 14482,
+  "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": 11593.75,
+  "sql_execution_elapsed_ms_total": 130.47,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7346f3847c78ea86/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_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..879bf75fc3d6f22632e40e2ef03565c442a6a0bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/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=class, measure_col=c4.
+Result preview: [{"class": "0", "percentile_measure": 13.0}, {"class": "1", "percentile_measure": 13.0}, {"class": "2", "percentile_measure": 13.0}, {"class": "3", "percentile_measure": 13.0}, {"class": "5", "percentile_measure": 13.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..73580ec0b21fb05df279ef6e0ec07934ffdd3d82
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/generated_sql.sql
@@ -0,0 +1,34 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_73c4e9dccbfd13f8
+-- problem_id: v2p_c10_263fd61c505bc039
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "class",
+    CAST("c4" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "class"
+      ORDER BY CAST("c4" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "class"
+    ) AS "cnt"
+  FROM "c10"
+  WHERE "class" IS NOT NULL
+    AND "c4" IS NOT NULL
+)
+SELECT
+  "class",
+  "measure_value" AS "percentile_measure"
+FROM "ranked"
+WHERE "rn" = CAST(((95 * "cnt") + 99) / 100 AS INTEGER)
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6027dd55cbddeaf407748dcb7bd28cc6a4466970
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/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    \"class\",\n    CAST(\"c4\" AS REAL) AS \"measure_value\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"class\"\n      ORDER BY CAST(\"c4\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"class\"\n    ) AS \"cnt\"\n  FROM \"c10\"\n  WHERE \"class\" IS NOT NULL\n    AND \"c4\" IS NOT NULL\n)\nSELECT\n  \"class\",\n  \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"class\\\",\\n    CAST(\\\"c4\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"class\\\"\\n      ORDER BY CAST(\\\"c4\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"class\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"class\\\" IS NOT NULL\\n    AND \\\"c4\\\" IS NOT NULL\\n)\\nSELECT\\n  \\\"class\\\",\\n  \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"class\", \"percentile_measure\"], \"rows\": [{\"class\": \"0\", \"percentile_measure\": 13.0}, {\"class\": \"1\", \"percentile_measure\": 13.0}, {\"class\": \"2\", \"percentile_measure\": 13.0}, {\"class\": \"3\", \"percentile_measure\": 13.0}, {\"class\": \"5\", \"percentile_measure\": 13.0}, {\"class\": \"6\", \"percentile_measure\": 13.0}, {\"class\": \"7\", \"percentile_measure\": 13.0}, {\"class\": \"9\", \"percentile_measure\": 13.0}, {\"class\": \"4\", \"percentile_measure\": 12.0}, {\"class\": \"8\", \"percentile_measure\": 11.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2847.17}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc9db9579ace3fb7ad32c60565dfe0cb09420c69
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:55:58.008593+00:00",
+  "ended_at": "2026-05-19T15:56:15.807182+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_73c4e9dccbfd13f8",
+    "problem_id": "v2p_c10_263fd61c505bc039",
+    "dataset_id": "c10",
+    "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=class, measure_col=c4.",
+    "bindings": {
+      "group_col": "class",
+      "measure_col": "c4",
+      "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": 9.64,
+      "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
+    },
+    "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_a/c10/sql/v2q_c10_73c4e9dccbfd13f8.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_73c4e9dccbfd13f8",
+    "api_calls": 0,
+    "input_tokens": 14184,
+    "cached_input_tokens": 13696,
+    "output_tokens": 749,
+    "total_tokens": 14933,
+    "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": 14932.81,
+    "sql_execution_elapsed_ms_total": 2847.17,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/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_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9f9ca0154164dc7950d46e42401a7e6aa4f68fdc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:56:12.958268+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": 14932.81, "started_at": "2026-05-19T15:55:58.023978+00:00", "ended_at": "2026-05-19T15:56:12.956824+00:00", "prompt_metrics": {"chars": 6558, "bytes_utf8": 6558, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 767, "bytes_utf8": 767, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14184, "cached_input_tokens": 13696, "output_tokens": 749, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"class\\\",\\n    CAST(\\\"c4\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"class\\\"\\n      ORDER BY CAST(\\\"c4\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"class\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"class\\\" IS NOT NULL\\n    AND \\\"c4\\\" IS NOT NULL\\n)\\nSELECT\\n  \\\"class\\\",\\n  \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a SQLite-compatible nearest-rank 95th percentile per class. \\\"c4\\\" is cast from TEXT to REAL before ordering.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..86633f8fb5546db1a5f23e3b1501636f0e2e2e57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_73c4e9dccbfd13f8",
+  "api_calls": 0,
+  "input_tokens": 14184,
+  "cached_input_tokens": 13696,
+  "output_tokens": 749,
+  "total_tokens": 14933,
+  "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": 14932.81,
+  "sql_execution_elapsed_ms_total": 2847.17,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_73c4e9dccbfd13f8/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_a/c10/artifacts/v2q_c10_760b61a0045b5f70/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1b433479f82e15f15dcf20a54a69b74b1a168aa9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/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=c1, measure_col=s3.
+Result preview: [{"c1": "11", "s2": "1", "total_measure": 51022.0, "share_within_group": 25.750349498589387}, {"c1": "5", "s2": "1", "total_measure": 50258.0, "share_within_group": 25.502354469432493}, {"c1": "4", "s2": "1", "total_measure": 50179.0, "share_within_group": 25.42472499911331}, {"c1": "1", "s2": "1", "total_measure": 50259.0, "share_within_group": 25.38166686025665}, {"c1": "6", "s2": "1", "total_measure": 50210.0, "share_within_group": 25.37011773028144}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2eadba794a2d57bc0ef3997ea85047ea09c1b851
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_760b61a0045b5f70
+-- problem_id: v2p_c10_2773907dc99f5fff
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "c1",
+  "s2",
+  SUM(CAST("s3" AS REAL)) AS total_measure,
+  SUM(CAST("s3" AS REAL)) * 100.0 / SUM(SUM(CAST("s3" AS REAL))) OVER (PARTITION BY "c1") AS share_within_group
+FROM "c10"
+GROUP BY "c1", "s2"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..50d5cb1340dd146e1a5d662bfeae480ac8b3921d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/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  \"c1\",\n  \"s2\",\n  SUM(CAST(\"s3\" AS REAL)) AS total_measure,\n  SUM(CAST(\"s3\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"s3\" AS REAL))) OVER (PARTITION BY \"c1\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"c1\", \"s2\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"c1\\\",\\n  \\\"s2\\\",\\n  SUM(CAST(\\\"s3\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"s3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"s3\\\" AS REAL))) OVER (PARTITION BY \\\"c1\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c1\\\", \\\"s2\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"c1\", \"s2\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"c1\": \"11\", \"s2\": \"1\", \"total_measure\": 51022.0, \"share_within_group\": 25.750349498589387}, {\"c1\": \"5\", \"s2\": \"1\", \"total_measure\": 50258.0, \"share_within_group\": 25.502354469432493}, {\"c1\": \"4\", \"s2\": \"1\", \"total_measure\": 50179.0, \"share_within_group\": 25.42472499911331}, {\"c1\": \"1\", \"s2\": \"1\", \"total_measure\": 50259.0, \"share_within_group\": 25.38166686025665}, {\"c1\": \"6\", \"s2\": \"1\", \"total_measure\": 50210.0, \"share_within_group\": 25.37011773028144}, {\"c1\": \"10\", \"s2\": \"1\", \"total_measure\": 49887.0, \"share_within_group\": 25.367518064447236}, {\"c1\": \"13\", \"s2\": \"1\", \"total_measure\": 49911.0, \"share_within_group\": 25.336690508703445}, {\"c1\": \"8\", \"s2\": \"1\", \"total_measure\": 49997.0, \"share_within_group\": 25.320962456888473}, {\"c1\": \"3\", \"s2\": \"2\", \"total_measure\": 49757.0, \"share_within_group\": 25.275450957284146}, {\"c1\": \"7\", \"s2\": \"1\", \"total_measure\": 49544.0, \"share_within_group\": 25.21810833647219}, {\"c1\": \"3\", \"s2\": \"1\", \"total_measure\": 49642.0, \"share_within_group\": 25.217033511294886}, {\"c1\": \"13\", \"s2\": \"2\", \"total_measure\": 49666.0, \"share_within_group\": 25.21231934453858}, {\"c1\": \"2\", \"s2\": \"1\", \"total_measure\": 49745.0, \"share_within_group\": 25.21172374296155}, {\"c1\": \"12\", \"s2\": \"3\", \"total_measure\": 49668.0, \"share_within_group\": 25.197601388029263}, {\"c1\": \"1\", \"s2\": \"2\", \"total_measure\": 49894.0, \"share_within_group\": 25.197335528475403}, {\"c1\": \"5\", \"s2\": \"2\", \"total_measure\": 49590.0, \"share_within_group\": 25.16339205975481}, {\"c1\": \"12\", \"s2\": \"1\", \"total_measure\": 49585.0, \"share_within_group\": 25.15549377517579}, {\"c1\": \"10\", \"s2\": \"2\", \"total_measure\": 49463.0, \"share_within_group\": 25.15191424663246}, {\"c1\": \"9\", \"s2\": \"1\", \"total_measure\": 49274.0, \"share_within_group\": 25.100352507284473}, {\"c1\": \"9\", \"s2\": \"3\", \"total_measure\": 49266.0, \"share_within_group\": 25.09627727856226}, {\"c1\": \"6\", \"s2\": \"2\", \"total_measure\": 49620.0, \"share_within_group\": 25.072002425344852}, {\"c1\": \"2\", \"s2\": \"2\", \"total_measure\": 49453.0, \"share_within_group\": 25.06373252107101}, {\"c1\": \"4\", \"s2\": \"4\", \"total_measure\": 49441.0, \"share_within_group\": 25.05079472849521}, {\"c1\": \"9\", \"s2\": \"4\", \"total_measure\": 49163.0, \"share_within_group\": 25.04380870876378}, {\"c1\": \"7\", \"s2\": \"2\", \"total_measure\": 49199.0, \"share_within_group\": 25.042501857865645}, {\"c1\": \"2\", \"s2\": \"3\", \"total_measure\": 49402.0, \"share_within_group\": 25.03788473916547}, {\"c1\": \"8\", \"s2\": \"2\", \"total_measure\": 49402.0, \"share_within_group\": 25.019624923399494}, {\"c1\": \"11\", \"s2\": \"2\", \"total_measure\": 49555.0, \"share_within_group\": 25.009967649300247}, {\"c1\": \"7\", \"s2\": \"3\", \"total_measure\": 49135.0, \"share_within_group\": 25.009925583573413}, {\"c1\": \"12\", \"s2\": \"2\", \"total_measure\": 49221.0, \"share_within_group\": 24.97082906338464}, {\"c1\": \"13\", \"s2\": \"3\", \"total_measure\": 49140.0, \"share_within_group\": 24.945302069637698}, {\"c1\": \"3\", \"s2\": \"3\", \"total_measure\": 49026.0, \"share_within_group\": 24.90411919190893}, {\"c1\": \"6\", \"s2\": \"4\", \"total_measure\": 49211.0, \"share_within_group\": 24.86534283260068}, {\"c1\": \"8\", \"s2\": \"4\", \"total_measure\": 49087.0, \"share_within_group\": 24.860093288022973}, {\"c1\": \"1\", \"s2\": \"3\", \"total_measure\": 49218.0, \"share_within_group\": 24.855943801669586}, {\"c1\": \"8\", \"s2\": \"3\", \"total_measure\": 48967.0, \"share_within_group\": 24.79931933168906}, {\"c1\": \"4\", \"s2\": \"2\", \"total_measure\": 48933.0, \"share_within_group\": 24.79340099208058}, {\"c1\": \"9\", \"s2\": \"2\", \"total_measure\": 48605.0, \"share_within_group\": 24.75956150538949}, {\"c1\": \"10\", \"s2\": \"4\", \"total_measure\": 48681.0, \"share_within_group\": 24.75426758264389}, {\"c1\": \"4\", \"s2\": \"3\", \"total_measure\": 48810.0, \"share_within_group\": 24.7310792803109}, {\"c1\": \"7\", \"s2\": \"4\", \"total_measure\": 48584.0, \"share_within_group\": 24.72946422208875}, {\"c1\": \"10\", \"s2\": \"3\", \"total_measure\": 48626.0, \"share_within_group\": 24.726300106276412}, {\"c1\": \"5\", \"s2\": \"4\", \"total_measure\": 48699.0, \"share_within_group\": 24.711273037265567}, {\"c1\": \"6\", \"s2\": \"3\", \"total_measure\": 48869.0, \"share_within_group\": 24.692537011773027}, {\"c1\": \"2\", \"s2\": \"4\", \"total_measure\": 48709.0, \"share_within_group\": 24.68665899680197}, {\"c1\": \"12\", \"s2\": \"4\", \"total_measure\": 48640.0, \"share_within_group\": 24.67607577341031}, {\"c1\": \"11\", \"s2\": \"3\", \"total_measure\": 48883.0, \"share_within_group\": 24.670815227539983}, {\"c1\": \"5\", \"s2\": \"3\", \"total_measure\": 48525.0, \"share_within_group\": 24.62298043354713}, {\"c1\": \"3\", \"s2\": \"4\", \"total_measure\": 48434.0, \"share_within_group\": 24.603396339512038}, {\"c1\": \"11\", \"s2\": \"4\", \"total_measure\": 48681.0, \"share_within_group\": 24.56886762457038}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 923.43}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d96d0b72e3e5ab1223891dada2adb506354e8027
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:41:01.342734+00:00",
+  "ended_at": "2026-05-19T15:41:17.489573+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_760b61a0045b5f70",
+    "problem_id": "v2p_c10_2773907dc99f5fff",
+    "dataset_id": "c10",
+    "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=c1, measure_col=s3.",
+    "bindings": {
+      "group_col": "c1",
+      "measure_col": "s3",
+      "item_col": "s2",
+      "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": 3.25,
+      "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",
+      "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=1/2",
+      "binding_index=34"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 11,
+    "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_a/c10/sql/v2q_c10_760b61a0045b5f70.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_760b61a0045b5f70",
+    "api_calls": 0,
+    "input_tokens": 14266,
+    "cached_input_tokens": 13696,
+    "output_tokens": 689,
+    "total_tokens": 14955,
+    "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": 15202.17,
+    "sql_execution_elapsed_ms_total": 923.43,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/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_a/c10/artifacts/v2q_c10_760b61a0045b5f70/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ac1afb9aabb7881b8fef519482978b0c99e45dcf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:41:16.559253+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": 15202.17, "started_at": "2026-05-19T15:41:01.356277+00:00", "ended_at": "2026-05-19T15:41:16.558475+00:00", "prompt_metrics": {"chars": 6775, "bytes_utf8": 6775, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 520, "bytes_utf8": 520, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 13696, "output_tokens": 689, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"c1\\\",\\n  \\\"s2\\\",\\n  SUM(CAST(\\\"s3\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"s3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"s3\\\" AS REAL))) OVER (PARTITION BY \\\"c1\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c1\\\", \\\"s2\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Instantiated the Within-Group Share of Total template with group_col=\\\"c1\\\", item_col=\\\"s2\\\", and measure_col=\\\"s3\\\". \\\"s3\\\" is cast to REAL because the SQLite schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..074262070e77052dbb629b0eef50afa25233e144
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_760b61a0045b5f70",
+  "api_calls": 0,
+  "input_tokens": 14266,
+  "cached_input_tokens": 13696,
+  "output_tokens": 689,
+  "total_tokens": 14955,
+  "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": 15202.17,
+  "sql_execution_elapsed_ms_total": 923.43,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_760b61a0045b5f70/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_a/c10/artifacts/v2q_c10_76e9f2bf644f7c99/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76e9f2bf644f7c99/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..23f7c5c5e8d8b24f558b96ec4bf5ee8b3f568f1b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76e9f2bf644f7c99/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:09:54.308694+00:00",
+  "ended_at": "2026-05-19T16:10:11.742105+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_76e9f2bf644f7c99",
+    "problem_id": "v2p_c10_7f2611ece24506b2",
+    "dataset_id": "c10",
+    "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=s4.",
+    "bindings": {
+      "group_col": "s4",
+      "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": 10.0,
+      "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=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_a/c10/artifacts/v2q_c10_76e9f2bf644f7c99/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76e9f2bf644f7c99/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0f768d8594caf893b63136d54d4004c9d38c6031
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76e9f2bf644f7c99/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:57.557009+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": 3231.54, "started_at": "2026-05-19T16:09:54.324659+00:00", "ended_at": "2026-05-19T16:09:57.556226+00:00", "prompt_metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 226, "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\":\"019e4100-3a95-7a21-8f1f-382fcd58d442\"}\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": "2026-05-19T16:10:11.741558+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": 13182.23, "started_at": "2026-05-19T16:09:58.557797+00:00", "ended_at": "2026-05-19T16:10:11.740064+00:00", "prompt_metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 226, "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\":\"019e4100-4b1b-7003-97f4-a8900f2614ac\"}\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_a/c10/artifacts/v2q_c10_76eac652b08d3844/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b4d798c5e3a8155b3a1ec07bbef8b8e997a91bb1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/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=s2, measure_col=s3.
+Result preview: [{"s2": "3", "c2": "11", "total_measure": 49968.0, "share_within_group": 7.837687342655697}, {"s2": "2", "c2": "12", "total_measure": 50186.0, "share_within_group": 7.812777298640322}, {"s2": "4", "c2": "6", "total_measure": 49388.0, "share_within_group": 7.786883953544839}, {"s2": "2", "c2": "7", "total_measure": 49961.0, "share_within_group": 7.777750101968062}, {"s2": "4", "c2": "11", "total_measure": 49300.0, "share_within_group": 7.773009210937081}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..af707cc12e9704ac7631a3e84b50340954c2d03f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_76eac652b08d3844
+-- problem_id: v2p_c10_148be99a540f3739
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "s2",
+  "c2",
+  SUM(CAST("s3" AS REAL)) AS "total_measure",
+  SUM(CAST("s3" AS REAL)) * 100.0 / SUM(SUM(CAST("s3" AS REAL))) OVER (PARTITION BY "s2") AS "share_within_group"
+FROM "c10"
+GROUP BY "s2", "c2"
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9ba23c69301131dea33dfffbc847ba19805d9fe6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/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  \"s2\",\n  \"c2\",\n  SUM(CAST(\"s3\" AS REAL)) AS \"total_measure\",\n  SUM(CAST(\"s3\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"s3\" AS REAL))) OVER (PARTITION BY \"s2\") AS \"share_within_group\"\nFROM \"c10\"\nGROUP BY \"s2\", \"c2\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"s2\\\",\\n  \\\"c2\\\",\\n  SUM(CAST(\\\"s3\\\" AS REAL)) AS \\\"total_measure\\\",\\n  SUM(CAST(\\\"s3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"s3\\\" AS REAL))) OVER (PARTITION BY \\\"s2\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s2\\\", \\\"c2\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"s2\", \"c2\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"s2\": \"3\", \"c2\": \"11\", \"total_measure\": 49968.0, \"share_within_group\": 7.837687342655697}, {\"s2\": \"2\", \"c2\": \"12\", \"total_measure\": 50186.0, \"share_within_group\": 7.812777298640322}, {\"s2\": \"4\", \"c2\": \"6\", \"total_measure\": 49388.0, \"share_within_group\": 7.786883953544839}, {\"s2\": \"2\", \"c2\": \"7\", \"total_measure\": 49961.0, \"share_within_group\": 7.777750101968062}, {\"s2\": \"4\", \"c2\": \"11\", \"total_measure\": 49300.0, \"share_within_group\": 7.773009210937081}, {\"s2\": \"2\", \"c2\": \"13\", \"total_measure\": 49864.0, \"share_within_group\": 7.762649488291576}, {\"s2\": \"1\", \"c2\": \"12\", \"total_measure\": 50412.0, \"share_within_group\": 7.761507467902875}, {\"s2\": \"2\", \"c2\": \"1\", \"total_measure\": 49831.0, \"share_within_group\": 7.757512166112978}, {\"s2\": \"3\", \"c2\": \"10\", \"total_measure\": 49423.0, \"share_within_group\": 7.752201839898986}, {\"s2\": \"1\", \"c2\": \"2\", \"total_measure\": 50297.0, \"share_within_group\": 7.743801894650299}, {\"s2\": \"3\", \"c2\": \"3\", \"total_measure\": 49352.0, \"share_within_group\": 7.741065196420589}, {\"s2\": \"3\", \"c2\": \"12\", \"total_measure\": 49318.0, \"share_within_group\": 7.735732155881638}, {\"s2\": \"4\", \"c2\": \"3\", \"total_measure\": 49035.0, \"share_within_group\": 7.7312273155841735}, {\"s2\": \"1\", \"c2\": \"13\", \"total_measure\": 50152.0, \"share_within_group\": 7.7214774762014}, {\"s2\": \"4\", \"c2\": \"7\", \"total_measure\": 48948.0, \"share_within_group\": 7.71751024050605}, {\"s2\": \"3\", \"c2\": \"13\", \"total_measure\": 49199.0, \"share_within_group\": 7.71706651399531}, {\"s2\": \"3\", \"c2\": \"8\", \"total_measure\": 49197.0, \"share_within_group\": 7.716752805728313}, {\"s2\": \"4\", \"c2\": \"5\", \"total_measure\": 48895.0, \"share_within_group\": 7.709153861435468}, {\"s2\": \"1\", \"c2\": \"9\", \"total_measure\": 50068.0, \"share_within_group\": 7.708544709651693}, {\"s2\": \"4\", \"c2\": \"13\", \"total_measure\": 48889.0, \"share_within_group\": 7.708207856257666}, {\"s2\": \"3\", \"c2\": \"4\", \"total_measure\": 49111.0, \"share_within_group\": 7.703263350247437}, {\"s2\": \"4\", \"c2\": \"8\", \"total_measure\": 48851.0, \"share_within_group\": 7.7022164901315895}, {\"s2\": \"1\", \"c2\": \"8\", \"total_measure\": 50024.0, \"share_within_group\": 7.701770403363751}, {\"s2\": \"3\", \"c2\": \"2\", \"total_measure\": 49086.0, \"share_within_group\": 7.699341996909974}, {\"s2\": \"4\", \"c2\": \"2\", \"total_measure\": 48821.0, \"share_within_group\": 7.697486464242581}, {\"s2\": \"1\", \"c2\": \"4\", \"total_measure\": 49974.0, \"share_within_group\": 7.694072328036544}, {\"s2\": \"1\", \"c2\": \"3\", \"total_measure\": 49969.0, \"share_within_group\": 7.693302520503823}, {\"s2\": \"4\", \"c2\": \"1\", \"total_measure\": 48781.0, \"share_within_group\": 7.691179763057236}, {\"s2\": \"1\", \"c2\": \"1\", \"total_measure\": 49925.0, \"share_within_group\": 7.6865282142158815}, {\"s2\": \"2\", \"c2\": \"8\", \"total_measure\": 49364.0, \"share_within_group\": 7.68481127346433}, {\"s2\": \"1\", \"c2\": \"7\", \"total_measure\": 49903.0, \"share_within_group\": 7.683141061071911}, {\"s2\": \"2\", \"c2\": \"3\", \"total_measure\": 49336.0, \"share_within_group\": 7.680452333434004}, {\"s2\": \"3\", \"c2\": \"6\", \"total_measure\": 48952.0, \"share_within_group\": 7.678323543021167}, {\"s2\": \"2\", \"c2\": \"11\", \"total_measure\": 49309.0, \"share_within_group\": 7.676249069833333}, {\"s2\": \"1\", \"c2\": \"11\", \"total_measure\": 49811.0, \"share_within_group\": 7.668976602469851}, {\"s2\": \"4\", \"c2\": \"12\", \"total_measure\": 48639.0, \"share_within_group\": 7.668790973849264}, {\"s2\": \"2\", \"c2\": \"4\", \"total_measure\": 49259.0, \"share_within_group\": 7.668465248350608}, {\"s2\": \"2\", \"c2\": \"6\", \"total_measure\": 49255.0, \"share_within_group\": 7.66784254263199}, {\"s2\": \"1\", \"c2\": \"6\", \"total_measure\": 49787.0, \"share_within_group\": 7.665281526312791}, {\"s2\": \"1\", \"c2\": \"10\", \"total_measure\": 49737.0, \"share_within_group\": 7.657583450985585}, {\"s2\": \"2\", \"c2\": \"10\", \"total_measure\": 49127.0, \"share_within_group\": 7.647915959636215}, {\"s2\": \"3\", \"c2\": \"1\", \"total_measure\": 48747.0, \"share_within_group\": 7.646168445653964}, {\"s2\": \"2\", \"c2\": \"9\", \"total_measure\": 49095.0, \"share_within_group\": 7.642934313887271}, {\"s2\": \"4\", \"c2\": \"4\", \"total_measure\": 48461.0, \"share_within_group\": 7.64072615357448}, {\"s2\": \"3\", \"c2\": \"7\", \"total_measure\": 48652.0, \"share_within_group\": 7.631267302971602}, {\"s2\": \"1\", \"c2\": \"5\", \"total_measure\": 49454.0, \"share_within_group\": 7.614012344633594}, {\"s2\": \"2\", \"c2\": \"2\", \"total_measure\": 48905.0, \"share_within_group\": 7.613355792252918}, {\"s2\": \"2\", \"c2\": \"5\", \"total_measure\": 48866.0, \"share_within_group\": 7.607284411496393}, {\"s2\": \"4\", \"c2\": \"10\", \"total_measure\": 48225.0, \"share_within_group\": 7.603516616580948}, {\"s2\": \"3\", \"c2\": \"5\", \"total_measure\": 48338.0, \"share_within_group\": 7.582015105053056}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 972.62}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..98bb1cea54070a1d67b62770773e69df0b2f6358
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:34:09.654307+00:00",
+  "ended_at": "2026-05-19T15:34:24.758223+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_76eac652b08d3844",
+    "problem_id": "v2p_c10_148be99a540f3739",
+    "dataset_id": "c10",
+    "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=s2, measure_col=s3.",
+    "bindings": {
+      "group_col": "s2",
+      "measure_col": "s3",
+      "item_col": "c2",
+      "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": 2.98,
+      "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_a/c10/sql/v2q_c10_76eac652b08d3844.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_76eac652b08d3844",
+    "api_calls": 0,
+    "input_tokens": 14265,
+    "cached_input_tokens": 13696,
+    "output_tokens": 690,
+    "total_tokens": 14955,
+    "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": 14111.26,
+    "sql_execution_elapsed_ms_total": 972.62,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/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_a/c10/artifacts/v2q_c10_76eac652b08d3844/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..90817ed8ee94981f5704c0c1d7c3c11498facee4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:34:23.781416+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": 14111.26, "started_at": "2026-05-19T15:34:09.669339+00:00", "ended_at": "2026-05-19T15:34:23.780634+00:00", "prompt_metrics": {"chars": 6772, "bytes_utf8": 6772, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14265, "cached_input_tokens": 13696, "output_tokens": 690, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"s2\\\",\\n  \\\"c2\\\",\\n  SUM(CAST(\\\"s3\\\" AS REAL)) AS \\\"total_measure\\\",\\n  SUM(CAST(\\\"s3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"s3\\\" AS REAL))) OVER (PARTITION BY \\\"s2\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s2\\\", \\\"c2\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"s2\\\", item_col=\\\"c2\\\", and measure_col=\\\"s3\\\". CAST is used because these fields are stored as TEXT in SQLite schema.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..49f9b4c5b587640aa6be0207b1eb5fa0140682ca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_76eac652b08d3844",
+  "api_calls": 0,
+  "input_tokens": 14265,
+  "cached_input_tokens": 13696,
+  "output_tokens": 690,
+  "total_tokens": 14955,
+  "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": 14111.26,
+  "sql_execution_elapsed_ms_total": 972.62,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_76eac652b08d3844/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_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f327137a6c411d196b1458de9c6cf8000e9663a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:10:48.680589+00:00",
+  "ended_at": "2026-05-19T16:10:55.498864+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_789fc95a5f18c79e",
+    "problem_id": "v2p_c10_f462821f98f23161",
+    "dataset_id": "c10",
+    "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=s2, measure_col=s3.",
+    "bindings": {
+      "group_col": "s2",
+      "measure_col": "s3",
+      "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": 3.25,
+      "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_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_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d84292e3e78abdf9caf5abfb7e7febea4ef27026
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_789fc95a5f18c79e/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:51.546565+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": 2849.67, "started_at": "2026-05-19T16:10:48.696082+00:00", "ended_at": "2026-05-19T16:10:51.545782+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4101-0ef0-71a0-be5c-77281d9400dc\"}\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": "2026-05-19T16:10:55.498679+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": 2948.83, "started_at": "2026-05-19T16:10:52.548362+00:00", "ended_at": "2026-05-19T16:10:55.497240+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4101-1e01-74f1-865f-10ad4c59780c\"}\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_a/c10/artifacts/v2q_c10_7d0690b3ffd44155/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7d0690b3ffd44155/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..84f6382968a494cf7812a1a8ab69635dc54ba3fa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7d0690b3ffd44155/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:04:35.767019+00:00",
+  "ended_at": "2026-05-19T16:04:43.050646+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_7d0690b3ffd44155",
+    "problem_id": "v2p_c10_963eea0dd083195f",
+    "dataset_id": "c10",
+    "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=class, condition_col=s2.",
+    "bindings": {
+      "group_col": "class",
+      "condition_col": "s2",
+      "condition_value": "1",
+      "positive_value": "1",
+      "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": 3.25,
+      "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=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/2",
+      "binding_index=98"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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_a/c10/artifacts/v2q_c10_7d0690b3ffd44155/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7d0690b3ffd44155/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..66faeae25479f09fd5c61483b1adf31a6553fc35
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_7d0690b3ffd44155/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:04:39.075298+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": 3291.87, "started_at": "2026-05-19T16:04:35.782297+00:00", "ended_at": "2026-05-19T16:04:39.074208+00:00", "prompt_metrics": {"chars": 6627, "bytes_utf8": 6627, "lines": 231, "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\":\"019e40fb-5e79-73c1-9701-10f7968c6556\"}\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": "2026-05-19T16:04:43.050554+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": 2973.47, "started_at": "2026-05-19T16:04:40.076281+00:00", "ended_at": "2026-05-19T16:04:43.049777+00:00", "prompt_metrics": {"chars": 6627, "bytes_utf8": 6627, "lines": 231, "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\":\"019e40fb-6f30-7602-8dfd-dc8a4d97013b\"}\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_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6daade5d2c80a92bd1ace16f57c5a748283c9ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/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=s4, group_col_2=class.
+Result preview: [{"s4": "2", "class": "0", "row_count": 32385}, {"s4": "3", "class": "0", "row_count": 32329}, {"s4": "1", "class": "0", "row_count": 32070}, {"s4": "4", "class": "0", "row_count": 31813}, {"s4": "2", "class": "1", "row_count": 28096}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e56c48a967ff1eba09788b16285d0bc33cc31a38
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_81d48fd6c9209afa
+-- problem_id: v2p_c10_0145bce4ee19e1a0
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s4", "class", COUNT(*) AS row_count
+FROM "c10"
+WHERE CAST("s3" AS REAL) >= 3.25
+GROUP BY "s4", "class"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3bfa7a09a3aa6bcd17147d3c7cb0275ff67e8dee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/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 \"s4\", \"class\", COUNT(*) AS row_count\nFROM \"c10\"\nWHERE CAST(\"s3\" AS REAL) >= 3.25\nGROUP BY \"s4\", \"class\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"s4\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"s3\\\" AS REAL) >= 3.25\\nGROUP BY \\\"s4\\\", \\\"class\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"s4\", \"class\", \"row_count\"], \"rows\": [{\"s4\": \"2\", \"class\": \"0\", \"row_count\": 32385}, {\"s4\": \"3\", \"class\": \"0\", \"row_count\": 32329}, {\"s4\": \"1\", \"class\": \"0\", \"row_count\": 32070}, {\"s4\": \"4\", \"class\": \"0\", \"row_count\": 31813}, {\"s4\": \"2\", \"class\": \"1\", \"row_count\": 28096}, {\"s4\": \"3\", \"class\": \"1\", \"row_count\": 28048}, {\"s4\": \"1\", \"class\": \"1\", \"row_count\": 27927}, {\"s4\": \"4\", \"class\": \"1\", \"row_count\": 24247}, {\"s4\": \"3\", \"class\": \"2\", \"row_count\": 3343}, {\"s4\": \"1\", \"class\": \"2\", \"row_count\": 3251}, {\"s4\": \"2\", \"class\": \"2\", \"row_count\": 3243}, {\"s4\": \"4\", \"class\": \"2\", \"row_count\": 2358}, {\"s4\": \"2\", \"class\": \"3\", \"row_count\": 1547}, {\"s4\": \"3\", \"class\": \"3\", \"row_count\": 1498}, {\"s4\": \"1\", \"class\": \"3\", \"row_count\": 1452}, {\"s4\": \"4\", \"class\": \"3\", \"row_count\": 978}, {\"s4\": \"4\", \"class\": \"5\", \"row_count\": 509}, {\"s4\": \"1\", \"class\": \"4\", \"row_count\": 277}, {\"s4\": \"4\", \"class\": \"4\", \"row_count\": 253}, {\"s4\": \"2\", \"class\": \"4\", \"row_count\": 237}, {\"s4\": \"3\", \"class\": \"4\", \"row_count\": 234}, {\"s4\": \"2\", \"class\": \"6\", \"row_count\": 108}, {\"s4\": \"1\", \"class\": \"6\", \"row_count\": 102}, {\"s4\": \"3\", \"class\": \"6\", \"row_count\": 98}, {\"s4\": \"4\", \"class\": \"6\", \"row_count\": 60}, {\"s4\": \"2\", \"class\": \"7\", \"row_count\": 20}, {\"s4\": \"3\", \"class\": \"7\", \"row_count\": 19}, {\"s4\": \"1\", \"class\": \"7\", \"row_count\": 16}, {\"s4\": \"4\", \"class\": \"7\", \"row_count\": 5}, {\"s4\": \"4\", \"class\": \"8\", \"row_count\": 4}, {\"s4\": \"4\", \"class\": \"9\", \"row_count\": 4}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 281.29}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d77b36255b8f77755386ec9261232dd2c76cd3b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/run_manifest.json
@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:43:50.267166+00:00",
+  "ended_at": "2026-05-19T15:44:01.082318+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_81d48fd6c9209afa",
+    "problem_id": "v2p_c10_0145bce4ee19e1a0",
+    "dataset_id": "c10",
+    "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=s4, group_col_2=class.",
+    "bindings": {
+      "group_col": "s4",
+      "group_col_2": "class",
+      "predicate_col": "s3",
+      "predicate_op": ">=",
+      "predicate_value": 3.25,
+      "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": 3.25,
+      "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=1",
+      "sql_variant_index=1/1",
+      "binding_index=48"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_81d48fd6c9209afa.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_81d48fd6c9209afa",
+    "api_calls": 0,
+    "input_tokens": 14241,
+    "cached_input_tokens": 13696,
+    "output_tokens": 433,
+    "total_tokens": 14674,
+    "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": 10517.86,
+    "sql_execution_elapsed_ms_total": 281.29,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/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_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a719e00ff7d7d7c3782705f774e2c955f7f227cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:44:00.799175+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": 10517.86, "started_at": "2026-05-19T15:43:50.280419+00:00", "ended_at": "2026-05-19T15:44:00.798308+00:00", "prompt_metrics": {"chars": 6682, "bytes_utf8": 6682, "lines": 232, "estimated_tokens": null}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14241, "cached_input_tokens": 13696, "output_tokens": 433, "reasoning_output_tokens": 300}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"s4\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"s3\\\" AS REAL) >= 3.25\\nGROUP BY \\\"s4\\\", \\\"class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group-count template with group_col=\\\"s4\\\", group_col_2=\\\"class\\\", and predicate_col=\\\"s3\\\". CAST(\\\"s3\\\" AS REAL) is applied because the schema stores fields as TEXT while the predicate value is numeric.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..1bb6a6a2cd4c9abc73788d90d22263cef6c86059
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_81d48fd6c9209afa",
+  "api_calls": 0,
+  "input_tokens": 14241,
+  "cached_input_tokens": 13696,
+  "output_tokens": 433,
+  "total_tokens": 14674,
+  "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": 10517.86,
+  "sql_execution_elapsed_ms_total": 281.29,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_81d48fd6c9209afa/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_a/c10/artifacts/v2q_c10_83103096df3a514d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a4f54e468132ce516c65de56577240ec974f158
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/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=c3, measure_col=c2.
+Result preview: [{"c3": "1", "percentile_measure": 12.0}, {"c3": "10", "percentile_measure": 12.0}, {"c3": "11", "percentile_measure": 12.0}, {"c3": "12", "percentile_measure": 12.0}, {"c3": "13", "percentile_measure": 12.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d383495a428f3e2804dda6ac35c43392a80830b0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/generated_sql.sql
@@ -0,0 +1,36 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_83103096df3a514d
+-- problem_id: v2p_c10_431cde4467aa0857
+-- realization_mode: agent
+-- source_kind: agent
+WITH "__ranked" AS (
+  SELECT
+    "c3" AS "group_col",
+    CAST("c2" AS REAL) AS "measure_col",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c3"
+      ORDER BY CAST("c2" AS REAL)
+    ) AS "__rn",
+    COUNT(*) OVER (
+      PARTITION BY "c3"
+    ) AS "__cnt"
+  FROM "c10"
+  WHERE "c3" IS NOT NULL
+    AND "c2" IS NOT NULL
+)
+SELECT
+  "group_col" AS "c3",
+  "measure_col" AS "percentile_measure"
+FROM "__ranked"
+WHERE "__cnt" >= 5
+  AND "__rn" = ((9 * "__cnt") / 10) + (((9 * "__cnt") % 10) > 0)
+ORDER BY "percentile_measure" DESC, "c3"
+LIMIT 13;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..daa5584bf0ec56e3998eccb86d777bae73deee74
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/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 \"__ranked\" AS (\n  SELECT\n    \"c3\" AS \"group_col\",\n    CAST(\"c2\" AS REAL) AS \"measure_col\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"c3\"\n      ORDER BY CAST(\"c2\" AS REAL)\n    ) AS \"__rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"c3\"\n    ) AS \"__cnt\"\n  FROM \"c10\"\n  WHERE \"c3\" IS NOT NULL\n    AND \"c2\" IS NOT NULL\n)\nSELECT\n  \"group_col\" AS \"c3\",\n  \"measure_col\" AS \"percentile_measure\"\nFROM \"__ranked\"\nWHERE \"__cnt\" >= 5\n  AND \"__rn\" = ((9 * \"__cnt\") / 10) + (((9 * \"__cnt\") % 10) > 0)\nORDER BY \"percentile_measure\" DESC, \"c3\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"__ranked\\\" AS (\\n  SELECT\\n    \\\"c3\\\" AS \\\"group_col\\\",\\n    CAST(\\\"c2\\\" AS REAL) AS \\\"measure_col\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c3\\\"\\n      ORDER BY CAST(\\\"c2\\\" AS REAL)\\n    ) AS \\\"__rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"c3\\\"\\n    ) AS \\\"__cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"c3\\\" IS NOT NULL\\n    AND \\\"c2\\\" IS NOT NULL\\n)\\nSELECT\\n  \\\"group_col\\\" AS \\\"c3\\\",\\n  \\\"measure_col\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"__ranked\\\"\\nWHERE \\\"__cnt\\\" >= 5\\n  AND \\\"__rn\\\" = ((9 * \\\"__cnt\\\") / 10) + (((9 * \\\"__cnt\\\") % 10) > 0)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"c3\\\"\\nLIMIT 13;\", \"columns\": [\"c3\", \"percentile_measure\"], \"rows\": [{\"c3\": \"1\", \"percentile_measure\": 12.0}, {\"c3\": \"10\", \"percentile_measure\": 12.0}, {\"c3\": \"11\", \"percentile_measure\": 12.0}, {\"c3\": \"12\", \"percentile_measure\": 12.0}, {\"c3\": \"13\", \"percentile_measure\": 12.0}, {\"c3\": \"2\", \"percentile_measure\": 12.0}, {\"c3\": \"3\", \"percentile_measure\": 12.0}, {\"c3\": \"4\", \"percentile_measure\": 12.0}, {\"c3\": \"5\", \"percentile_measure\": 12.0}, {\"c3\": \"6\", \"percentile_measure\": 12.0}, {\"c3\": \"7\", \"percentile_measure\": 12.0}, {\"c3\": \"8\", \"percentile_measure\": 12.0}, {\"c3\": \"9\", \"percentile_measure\": 12.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2725.81}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..80889f5494b92dd01cf45de3aff47ed5c0dbd354
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:02:18.129849+00:00",
+  "ended_at": "2026-05-19T16:03:02.898488+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_83103096df3a514d",
+    "problem_id": "v2p_c10_431cde4467aa0857",
+    "dataset_id": "c10",
+    "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=c3, measure_col=c2.",
+    "bindings": {
+      "group_col": "c3",
+      "measure_col": "c2",
+      "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": 12.0,
+      "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=10",
+      "sql_variant_index=1/2",
+      "binding_index=93"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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_a/c10/sql/v2q_c10_83103096df3a514d.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_83103096df3a514d",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 12032,
+    "output_tokens": 2321,
+    "total_tokens": 16506,
+    "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": 41023.3,
+    "sql_execution_elapsed_ms_total": 2725.81,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/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_a/c10/artifacts/v2q_c10_83103096df3a514d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..301a322cee0c08f8a23f879d51d97e2103b9df76
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:02:21.314116+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": 3168.94, "started_at": "2026-05-19T16:02:18.144372+00:00", "ended_at": "2026-05-19T16:02:21.313342+00:00", "prompt_metrics": {"chars": 6548, "bytes_utf8": 6548, "lines": 228, "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\":\"019e40f9-44c5-7bd0-8e9e-777db1a4c5f7\"}\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": "2026-05-19T16:03:00.170938+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": 37854.36, "started_at": "2026-05-19T16:02:22.315362+00:00", "ended_at": "2026-05-19T16:03:00.169759+00:00", "prompt_metrics": {"chars": 6548, "bytes_utf8": 6548, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 857, "bytes_utf8": 857, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 12032, "output_tokens": 2321, "reasoning_output_tokens": 2028}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"__ranked\\\" AS (\\n  SELECT\\n    \\\"c3\\\" AS \\\"group_col\\\",\\n    CAST(\\\"c2\\\" AS REAL) AS \\\"measure_col\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c3\\\"\\n      ORDER BY CAST(\\\"c2\\\" AS REAL)\\n    ) AS \\\"__rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"c3\\\"\\n    ) AS \\\"__cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"c3\\\" IS NOT NULL\\n    AND \\\"c2\\\" IS NOT NULL\\n)\\nSELECT\\n  \\\"group_col\\\" AS \\\"c3\\\",\\n  \\\"measure_col\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"__ranked\\\"\\nWHERE \\\"__cnt\\\" >= 5\\n  AND \\\"__rn\\\" = ((9 * \\\"__cnt\\\") / 10) + (((9 * \\\"__cnt\\\") % 10) > 0)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"c3\\\"\\nLIMIT 13;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile point per \\\"c3\\\" based on CAST(\\\"c2\\\" AS REAL), with a minimum group size of 5 and LIMIT 13.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..377cb3ec17721663376761f6e56ff8fdd53ca651
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_83103096df3a514d",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 12032,
+  "output_tokens": 2321,
+  "total_tokens": 16506,
+  "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": 41023.3,
+  "sql_execution_elapsed_ms_total": 2725.81,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_83103096df3a514d/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_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a56dc1ca7ea84701274478d80f07b7dba4a00bcf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/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=s5, condition_col=s5.
+Result preview: [{"s5": "4", "condition_ratio": 0.0}, {"s5": "1", "condition_ratio": null}, {"s5": "2", "condition_ratio": null}, {"s5": "3", "condition_ratio": null}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0ad961093192f82b177b392c103f7d82b03ad7a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_839ea3e81f1795c4
+-- problem_id: v2p_c10_3dce47f922df8f4b
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s5",
+           SUM(CASE WHEN "s5" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "s5" = '4' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "s5"
+)
+SELECT "s5",
+       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_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1939dc646c6bb121bd8854e525bc8dc0f28ddb9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/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 \"s5\",\n           SUM(CASE WHEN \"s5\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"s5\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c10\"\n    GROUP BY \"s5\"\n)\nSELECT \"s5\",\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 \\\"s5\\\",\\n           SUM(CASE WHEN \\\"s5\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"s5\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s5\\\"\\n)\\nSELECT \\\"s5\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"s5\", \"condition_ratio\"], \"rows\": [{\"s5\": \"4\", \"condition_ratio\": 0.0}, {\"s5\": \"1\", \"condition_ratio\": null}, {\"s5\": \"2\", \"condition_ratio\": null}, {\"s5\": \"3\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 468.85}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1504bdff2b8b208f9355f39649ac726c98a2ef62
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:42:52.818161+00:00",
+  "ended_at": "2026-05-19T15:43:08.744064+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_839ea3e81f1795c4",
+    "problem_id": "v2p_c10_3dce47f922df8f4b",
+    "dataset_id": "c10",
+    "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=s5, condition_col=s5.",
+    "bindings": {
+      "group_col": "s5",
+      "condition_col": "s5",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "4",
+      "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",
+      "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=6",
+      "sql_variant_index=1/1",
+      "binding_index=41"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "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_a/c10/sql/v2q_c10_839ea3e81f1795c4.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_839ea3e81f1795c4",
+    "api_calls": 0,
+    "input_tokens": 14356,
+    "cached_input_tokens": 13696,
+    "output_tokens": 653,
+    "total_tokens": 15009,
+    "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": 15441.15,
+    "sql_execution_elapsed_ms_total": 468.85,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/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_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a3da6615b68c710c202de336b9bed69966f9a985
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:43:08.273108+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": 15441.15, "started_at": "2026-05-19T15:42:52.831095+00:00", "ended_at": "2026-05-19T15:43:08.272278+00:00", "prompt_metrics": {"chars": 7175, "bytes_utf8": 7175, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 739, "bytes_utf8": 739, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14356, "cached_input_tokens": 13696, "output_tokens": 653, "reasoning_output_tokens": 452}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"s5\\\",\\n           SUM(CASE WHEN \\\"s5\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"s5\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s5\\\"\\n)\\nSELECT \\\"s5\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped-ratio template with group_col=\\\"s5\\\" and condition_col=\\\"s5\\\", using positive_value='1' and negative_value='4'. This follows the bindings exactly, even though using the same column for grouping and condition makes the ratio degenerate for some groups.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9655ac096e5b7b9cc47edf78fa56aae788740723
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_839ea3e81f1795c4",
+  "api_calls": 0,
+  "input_tokens": 14356,
+  "cached_input_tokens": 13696,
+  "output_tokens": 653,
+  "total_tokens": 15009,
+  "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": 15441.15,
+  "sql_execution_elapsed_ms_total": 468.85,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_839ea3e81f1795c4/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_a/c10/artifacts/v2q_c10_89a962e538e948fa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d6e62f9b6b63e1e400c2cf5ac336ea24f8e7cbb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/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=c5, condition_col=class.
+Result preview: [{"c5": "11", "condition_ratio": 1.2026821091130753}, {"c5": "13", "condition_ratio": 1.1943192474061526}, {"c5": "3", "condition_ratio": 1.1930511158246946}, {"c5": "7", "condition_ratio": 1.1888196503115736}, {"c5": "1", "condition_ratio": 1.1846975195704987}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f11c73534018f0d6e43a5ce3e902c2b19913b019
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_89a962e538e948fa
+-- problem_id: v2p_c10_e904525a2a0c26e6
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c5",
+           SUM(CASE WHEN "class" = '0' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "class" = '1' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "c5"
+)
+SELECT "c5",
+       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_a/c10/artifacts/v2q_c10_89a962e538e948fa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7fde342c4de96e18afa575579c7f72ea5783c367
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/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 \"c5\",\n           SUM(CASE WHEN \"class\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c10\"\n    GROUP BY \"c5\"\n)\nSELECT \"c5\",\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 \\\"c5\\\",\\n           SUM(CASE WHEN \\\"class\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c5\\\"\\n)\\nSELECT \\\"c5\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"c5\", \"condition_ratio\"], \"rows\": [{\"c5\": \"11\", \"condition_ratio\": 1.2026821091130753}, {\"c5\": \"13\", \"condition_ratio\": 1.1943192474061526}, {\"c5\": \"3\", \"condition_ratio\": 1.1930511158246946}, {\"c5\": \"7\", \"condition_ratio\": 1.1888196503115736}, {\"c5\": \"1\", \"condition_ratio\": 1.1846975195704987}, {\"c5\": \"10\", \"condition_ratio\": 1.1841892256497886}, {\"c5\": \"4\", \"condition_ratio\": 1.1835961957007841}, {\"c5\": \"5\", \"condition_ratio\": 1.1833208339583021}, {\"c5\": \"8\", \"condition_ratio\": 1.1830569251456746}, {\"c5\": \"12\", \"condition_ratio\": 1.182355959315486}, {\"c5\": \"2\", \"condition_ratio\": 1.1820341499628804}, {\"c5\": \"9\", \"condition_ratio\": 1.178965578953648}, {\"c5\": \"6\", \"condition_ratio\": 1.1787900612171407}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 588.38}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c6336b2242139c91f95451f1294e7a933deb379
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:43:08.744607+00:00",
+  "ended_at": "2026-05-19T15:43:20.541446+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_89a962e538e948fa",
+    "problem_id": "v2p_c10_e904525a2a0c26e6",
+    "dataset_id": "c10",
+    "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=c5, condition_col=class.",
+    "bindings": {
+      "group_col": "c5",
+      "condition_col": "class",
+      "condition_value": "0",
+      "positive_value": "0",
+      "negative_value": "1",
+      "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": 3.25,
+      "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": "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=7",
+      "sql_variant_index=1/1",
+      "binding_index=42"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "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_a/c10/sql/v2q_c10_89a962e538e948fa.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_89a962e538e948fa",
+    "api_calls": 0,
+    "input_tokens": 14355,
+    "cached_input_tokens": 13696,
+    "output_tokens": 647,
+    "total_tokens": 15002,
+    "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": 11192.73,
+    "sql_execution_elapsed_ms_total": 588.38,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/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_a/c10/artifacts/v2q_c10_89a962e538e948fa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..598654199ce66e44bc8771bf2b2efe565e087241
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:43:19.951122+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": 11192.73, "started_at": "2026-05-19T15:43:08.757502+00:00", "ended_at": "2026-05-19T15:43:19.950259+00:00", "prompt_metrics": {"chars": 7183, "bytes_utf8": 7183, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 566, "bytes_utf8": 566, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14355, "cached_input_tokens": 13696, "output_tokens": 647, "reasoning_output_tokens": 475}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"c5\\\",\\n           SUM(CASE WHEN \\\"class\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c5\\\"\\n)\\nSELECT \\\"c5\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes the grouped ratio of rows with \\\"class\\\" = '0' versus \\\"class\\\" = '1' for each \\\"c5\\\" value.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..bc80ced7ada3a691a44d171d209164de3fce3d82
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_89a962e538e948fa",
+  "api_calls": 0,
+  "input_tokens": 14355,
+  "cached_input_tokens": 13696,
+  "output_tokens": 647,
+  "total_tokens": 15002,
+  "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": 11192.73,
+  "sql_execution_elapsed_ms_total": 588.38,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_89a962e538e948fa/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_a/c10/artifacts/v2q_c10_8a58c0fccc5fd4f1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8a58c0fccc5fd4f1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..10786e29cd5e3913bec9e2be8d99027e03c92bec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8a58c0fccc5fd4f1/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:11:42.778313+00:00",
+  "ended_at": "2026-05-19T16:11:49.795921+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_8a58c0fccc5fd4f1",
+    "problem_id": "v2p_c10_91feec8711727a84",
+    "dataset_id": "c10",
+    "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=c3, measure_col=c4.",
+    "bindings": {
+      "group_col": "c3",
+      "measure_col": "c4",
+      "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": 9.64,
+      "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
+    },
+    "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=2/2",
+      "binding_index=137"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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",
+  "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_a/c10/artifacts/v2q_c10_8a58c0fccc5fd4f1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8a58c0fccc5fd4f1/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2762b997c2a6812719ed4e398c5b80cb22e5d20d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8a58c0fccc5fd4f1/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:45.666412+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": 2872.69, "started_at": "2026-05-19T16:11:42.792905+00:00", "ended_at": "2026-05-19T16:11:45.665618+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4101-e26d-7220-b3d1-947d369db7b9\"}\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": "2026-05-19T16:11:49.795837+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": 3127.89, "started_at": "2026-05-19T16:11:46.667241+00:00", "ended_at": "2026-05-19T16:11:49.795161+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4101-f176-79e1-925e-cebf6a8942c0\"}\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_a/c10/artifacts/v2q_c10_8abd25bf9b1353e5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8abd25bf9b1353e5/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8af89f514eb8ef5949476e4f2a15db3a26d145c4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8abd25bf9b1353e5/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:05:00.370185+00:00",
+  "ended_at": "2026-05-19T16:05:08.064721+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_8abd25bf9b1353e5",
+    "problem_id": "v2p_c10_fdb2e53006bb3087",
+    "dataset_id": "c10",
+    "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=s1, condition_col=s3.",
+    "bindings": {
+      "group_col": "s1",
+      "condition_col": "s3",
+      "condition_value": "1",
+      "positive_value": "2",
+      "negative_value": "1",
+      "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": 11.0,
+      "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=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=2/2",
+      "binding_index=99"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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_a/c10/artifacts/v2q_c10_8abd25bf9b1353e5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8abd25bf9b1353e5/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..71c9af1c286eadb8ea05e9039d685b25f0a1061d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8abd25bf9b1353e5/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:05:03.760376+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": 3374.23, "started_at": "2026-05-19T16:05:00.385346+00:00", "ended_at": "2026-05-19T16:05:03.759604+00:00", "prompt_metrics": {"chars": 6614, "bytes_utf8": 6614, "lines": 231, "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\":\"019e40fb-be60-7c71-932a-626bbdef478e\"}\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": "2026-05-19T16:05:08.064574+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": 3301.84, "started_at": "2026-05-19T16:05:04.761472+00:00", "ended_at": "2026-05-19T16:05:08.063354+00:00", "prompt_metrics": {"chars": 6614, "bytes_utf8": 6614, "lines": 231, "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\":\"019e40fb-cf91-7e41-8113-88fd7b0e218b\"}\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_a/c10/artifacts/v2q_c10_8b2e410014028401/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8b2e410014028401/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..499d3acdb9ca044a4d6ce2a59eba732e30154e47
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8b2e410014028401/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "1", "support": 257063, "support_share": 0.25079072399293667, "support_rank": 1}, {"value_label": "4", "support": 256483, "support_share": 0.2502248758548697, "support_rank": 2}, {"value_label": "3", "support": 255986, "support_share": 0.24974000253656062, "support_rank": 3}, {"value_label": "2", "support": 255478, "support_share": 0.24924439761563302, "support_rank": 4}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8b2e410014028401/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8b2e410014028401/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ff27a9822159ada09f63dde628083a3fcece1d0d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8b2e410014028401/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_8b2e410014028401
+-- problem_id: v2p_c10_242ba16746a87f03
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s5" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s5"
+)
+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_a/c10/artifacts/v2q_c10_8b2e410014028401/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8b2e410014028401/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a3792e0cbf4f9f413c94e182a11cd159c2bf8239
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8b2e410014028401/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_a\n-- sql_source_dataset_id: c10\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_c10_8b2e410014028401\n-- problem_id: v2p_c10_242ba16746a87f03\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"s5\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"s5\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_8b2e410014028401\\n-- problem_id: v2p_c10_242ba16746a87f03\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"s5\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s5\\\"\\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\": 257063, \"support_share\": 0.25079072399293667, \"support_rank\": 1}, {\"value_label\": \"4\", \"support\": 256483, \"support_share\": 0.2502248758548697, \"support_rank\": 2}, {\"value_label\": \"3\", \"support\": 255986, \"support_share\": 0.24974000253656062, \"support_rank\": 3}, {\"value_label\": \"2\", \"support\": 255478, \"support_share\": 0.24924439761563302, \"support_rank\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 453.72}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8b2e410014028401/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8b2e410014028401/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d35b291339074d1ff2b4bdc985f3397457d9ed6a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8b2e410014028401/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:47.364133+00:00",
+  "ended_at": "2026-05-19T16:12:47.819403+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_8b2e410014028401",
+    "problem_id": "v2p_c10_242ba16746a87f03",
+    "dataset_id": "c10",
+    "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=s5.",
+    "bindings": {
+      "group_col": "s5"
+    },
+    "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=9",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "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_a/c10/sql/v2q_c10_8b2e410014028401.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_a/c10/artifacts/v2q_c10_8b2e410014028401/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8b2e410014028401/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8b2e410014028401/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_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..07a78adbe09c8dd0e69fa53ae7d85ebdd3eea6de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "7", "support": 79524, "support_share": 0.07758363333040653, "cumulative_support": 79524}, {"value_label": "2", "support": 79075, "support_share": 0.07714558882352367, "cumulative_support": 158599}, {"value_label": "9", "support": 79036, "support_share": 0.07710754041423987, "cumulative_support": 237635}, {"value_label": "11", "support": 78895, "support_share": 0.07696998078067531, "cumulative_support": 316530}, {"value_label": "12", "support": 78853, "support_share": 0.07692900557067736, "cumulative_support": 395383}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..12f4f21a57110e4b2cf8d7f5bda1a4706e9d3652
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_8c6d1b1c1a0011a2
+-- problem_id: v2p_c10_689f8601ebaf53fb
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c4" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c4"
+), 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_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..eea5d16fed3956e4845677e0cc00911833a5ce0e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/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_a\n-- sql_source_dataset_id: c10\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_c10_8c6d1b1c1a0011a2\n-- problem_id: v2p_c10_689f8601ebaf53fb\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"c4\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"c4\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_8c6d1b1c1a0011a2\\n-- problem_id: v2p_c10_689f8601ebaf53fb\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"c4\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c4\\\"\\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\": \"7\", \"support\": 79524, \"support_share\": 0.07758363333040653, \"cumulative_support\": 79524}, {\"value_label\": \"2\", \"support\": 79075, \"support_share\": 0.07714558882352367, \"cumulative_support\": 158599}, {\"value_label\": \"9\", \"support\": 79036, \"support_share\": 0.07710754041423987, \"cumulative_support\": 237635}, {\"value_label\": \"11\", \"support\": 78895, \"support_share\": 0.07696998078067531, \"cumulative_support\": 316530}, {\"value_label\": \"12\", \"support\": 78853, \"support_share\": 0.07692900557067736, \"cumulative_support\": 395383}, {\"value_label\": \"13\", \"support\": 78834, \"support_share\": 0.07691046916615447, \"cumulative_support\": 474217}, {\"value_label\": \"4\", \"support\": 78790, \"support_share\": 0.07686754275568043, \"cumulative_support\": 553007}, {\"value_label\": \"10\", \"support\": 78763, \"support_share\": 0.07684120154925318, \"cumulative_support\": 631770}, {\"value_label\": \"3\", \"support\": 78749, \"support_share\": 0.07682754314592052, \"cumulative_support\": 710519}, {\"value_label\": \"1\", \"support\": 78717, \"support_share\": 0.07679632393830305, \"cumulative_support\": 789236}, {\"value_label\": \"5\", \"support\": 78698, \"support_share\": 0.07677778753378016, \"cumulative_support\": 867934}, {\"value_label\": \"8\", \"support\": 78582, \"support_share\": 0.07666461790616677, \"cumulative_support\": 946516}, {\"value_label\": \"6\", \"support\": 78494, \"support_share\": 0.07657876508521869, \"cumulative_support\": 1025010}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 494.5}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..428d9ce02780f55c2d5270bf7621c1d02c7abef7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:41.716771+00:00",
+  "ended_at": "2026-05-19T16:12:42.212785+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_8c6d1b1c1a0011a2",
+    "problem_id": "v2p_c10_689f8601ebaf53fb",
+    "dataset_id": "c10",
+    "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=c4.",
+    "bindings": {
+      "group_col": "c4"
+    },
+    "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_a/c10/sql/v2q_c10_8c6d1b1c1a0011a2.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_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8c6d1b1c1a0011a2/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_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e841c6bbfb7dcb70707a06471761c38f8722773
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "1", "support": 79234, "support_share": 0.07730070926137306, "cumulative_support": 79234}, {"value_label": "11", "support": 79158, "support_share": 0.07722656364328152, "cumulative_support": 158392}, {"value_label": "6", "support": 79142, "support_share": 0.07721095403947278, "cumulative_support": 237534}, {"value_label": "4", "support": 79017, "support_share": 0.07708900400971698, "cumulative_support": 316551}, {"value_label": "12", "support": 78858, "support_share": 0.07693388357186759, "cumulative_support": 395409}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4929928992f7468930237060bed605c78ce28006
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_8e6f24cc9fb8712a
+-- problem_id: v2p_c10_fa3c52de4370c612
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c1" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c1"
+), 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_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0ba95a6709bdbbf7e3217cb3a3c4af33e2454e98
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/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_a\n-- sql_source_dataset_id: c10\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_c10_8e6f24cc9fb8712a\n-- problem_id: v2p_c10_fa3c52de4370c612\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"c1\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"c1\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_8e6f24cc9fb8712a\\n-- problem_id: v2p_c10_fa3c52de4370c612\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"c1\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c1\\\"\\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\": 79234, \"support_share\": 0.07730070926137306, \"cumulative_support\": 79234}, {\"value_label\": \"11\", \"support\": 79158, \"support_share\": 0.07722656364328152, \"cumulative_support\": 158392}, {\"value_label\": \"6\", \"support\": 79142, \"support_share\": 0.07721095403947278, \"cumulative_support\": 237534}, {\"value_label\": \"4\", \"support\": 79017, \"support_share\": 0.07708900400971698, \"cumulative_support\": 316551}, {\"value_label\": \"12\", \"support\": 78858, \"support_share\": 0.07693388357186759, \"cumulative_support\": 395409}, {\"value_label\": \"13\", \"support\": 78833, \"support_share\": 0.07690949356591643, \"cumulative_support\": 474242}, {\"value_label\": \"2\", \"support\": 78818, \"support_share\": 0.07689485956234574, \"cumulative_support\": 553060}, {\"value_label\": \"8\", \"support\": 78786, \"support_share\": 0.07686364035472824, \"cumulative_support\": 631846}, {\"value_label\": \"5\", \"support\": 78769, \"support_share\": 0.07684705515068145, \"cumulative_support\": 710615}, {\"value_label\": \"10\", \"support\": 78761, \"support_share\": 0.07683925034877709, \"cumulative_support\": 789376}, {\"value_label\": \"3\", \"support\": 78690, \"support_share\": 0.07676998273187578, \"cumulative_support\": 868066}, {\"value_label\": \"7\", \"support\": 78542, \"support_share\": 0.07662559389664492, \"cumulative_support\": 946608}, {\"value_label\": \"9\", \"support\": 78402, \"support_share\": 0.07648900986331841, \"cumulative_support\": 1025010}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 445.42}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3231848166431dfd08c26b179d847255e1ad92e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:39.070370+00:00",
+  "ended_at": "2026-05-19T16:12:39.517053+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_8e6f24cc9fb8712a",
+    "problem_id": "v2p_c10_fa3c52de4370c612",
+    "dataset_id": "c10",
+    "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=c1.",
+    "bindings": {
+      "group_col": "c1"
+    },
+    "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=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_a/c10/sql/v2q_c10_8e6f24cc9fb8712a.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_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_8e6f24cc9fb8712a/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_a/c10/artifacts/v2q_c10_906fcbed6dd6841f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_906fcbed6dd6841f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..17557c513cce9a9399c75cb1f179d1da7edc4a70
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_906fcbed6dd6841f/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:06:18.820330+00:00",
+  "ended_at": "2026-05-19T16:06:26.261062+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_906fcbed6dd6841f",
+    "problem_id": "v2p_c10_192dac20909d4490",
+    "dataset_id": "c10",
+    "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": "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 dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=c3, condition_col=s2.",
+    "bindings": {
+      "group_col": "c3",
+      "condition_col": "s2",
+      "condition_value": "2",
+      "positive_value": "1",
+      "negative_value": "2",
+      "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": 3.25,
+      "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=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=2/2",
+      "binding_index=104"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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_a/c10/artifacts/v2q_c10_906fcbed6dd6841f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_906fcbed6dd6841f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e070044c9bbfb05f17257a865955b3b163b620fa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_906fcbed6dd6841f/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:22.131003+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": 3295.28, "started_at": "2026-05-19T16:06:18.834890+00:00", "ended_at": "2026-05-19T16:06:22.130204+00:00", "prompt_metrics": {"chars": 6618, "bytes_utf8": 6618, "lines": 231, "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-f0d8-7d00-ba95-23595a11c180\"}\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": "2026-05-19T16:06:26.260874+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": 3127.23, "started_at": "2026-05-19T16:06:23.132407+00:00", "ended_at": "2026-05-19T16:06:26.259687+00:00", "prompt_metrics": {"chars": 6618, "bytes_utf8": 6618, "lines": 231, "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-0198-7a90-8483-6adbc7d55ed3\"}\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_a/c10/artifacts/v2q_c10_9100b585233535f5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9100b585233535f5/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0ace19c333f816349a9b88aedb4511bc1006204
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9100b585233535f5/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:11:10.687435+00:00",
+  "ended_at": "2026-05-19T16:11:17.741788+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_9100b585233535f5",
+    "problem_id": "v2p_c10_56955d440b138304",
+    "dataset_id": "c10",
+    "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=c2, measure_col=c3.",
+    "bindings": {
+      "group_col": "c2",
+      "measure_col": "c3",
+      "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": 8.92,
+      "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
+    },
+    "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_a/c10/artifacts/v2q_c10_9100b585233535f5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9100b585233535f5/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..60eead95d9ea6a7e0ee4b828b12f1fbf3f6031ad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9100b585233535f5/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:13.416129+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": 2712.12, "started_at": "2026-05-19T16:11:10.703272+00:00", "ended_at": "2026-05-19T16:11:13.415428+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4101-64e7-74c0-80cb-c7d4a3b5d6a0\"}\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": "2026-05-19T16:11:17.741701+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": 3323.98, "started_at": "2026-05-19T16:11:14.416941+00:00", "ended_at": "2026-05-19T16:11:17.740955+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4101-7380-7922-94f7-a2420686f758\"}\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_a/c10/artifacts/v2q_c10_91e5398d59a59adf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d442407f10f39eb86ce15c1c52ae2746f31c17ac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/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=c5, condition_col=s1.
+Result preview: [{"c5": "3", "condition_rate": 0.2525289380976346}, {"c5": "10", "condition_rate": 0.25248340175358575}, {"c5": "8", "condition_rate": 0.2516194331983806}, {"c5": "13", "condition_rate": 0.25035996890888007}, {"c5": "2", "condition_rate": 0.2501417251414102}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b0cf63c61537dffb967bbc221541de8574bf83c6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_91e5398d59a59adf
+-- problem_id: v2p_c10_fd4de93411ce7628
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c5",
+       AVG(CASE WHEN "s1" = '1' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c10"
+GROUP BY "c5"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8e1d038d3b94250573a40fc620ce6f7acd0a1bd9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/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 \"c5\",\n       AVG(CASE WHEN \"s1\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c10\"\nGROUP BY \"c5\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"c5\\\",\\n       AVG(CASE WHEN \\\"s1\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c5\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"c5\", \"condition_rate\"], \"rows\": [{\"c5\": \"3\", \"condition_rate\": 0.2525289380976346}, {\"c5\": \"10\", \"condition_rate\": 0.25248340175358575}, {\"c5\": \"8\", \"condition_rate\": 0.2516194331983806}, {\"c5\": \"13\", \"condition_rate\": 0.25035996890888007}, {\"c5\": \"2\", \"condition_rate\": 0.2501417251414102}, {\"c5\": \"4\", \"condition_rate\": 0.25001262626262627}, {\"c5\": \"7\", \"condition_rate\": 0.2499395020059861}, {\"c5\": \"1\", \"condition_rate\": 0.24910109647172424}, {\"c5\": \"12\", \"condition_rate\": 0.24908368772588535}, {\"c5\": \"5\", \"condition_rate\": 0.2490766243161943}, {\"c5\": \"11\", \"condition_rate\": 0.2484949191538314}, {\"c5\": \"6\", \"condition_rate\": 0.24783839717626743}, {\"c5\": \"9\", \"condition_rate\": 0.24718434343434342}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 548.05}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..184a54ab840a71fd384787e40e969906f0d69288
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:04:12.533934+00:00",
+  "ended_at": "2026-05-19T16:04:27.111839+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_91e5398d59a59adf",
+    "problem_id": "v2p_c10_fd4de93411ce7628",
+    "dataset_id": "c10",
+    "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=c5, condition_col=s1.",
+    "bindings": {
+      "group_col": "c5",
+      "condition_col": "s1",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "2",
+      "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": 10.0,
+      "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=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_a/c10/sql/v2q_c10_91e5398d59a59adf.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_91e5398d59a59adf",
+    "api_calls": 0,
+    "input_tokens": 14208,
+    "cached_input_tokens": 12032,
+    "output_tokens": 299,
+    "total_tokens": 14507,
+    "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": 13010.19,
+    "sql_execution_elapsed_ms_total": 548.05,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/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_a/c10/artifacts/v2q_c10_91e5398d59a59adf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cf2e27e781a4294fa1928c631460ea2ae5063361
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:04:16.889139+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": 4339.49, "started_at": "2026-05-19T16:04:12.548815+00:00", "ended_at": "2026-05-19T16:04:16.888326+00:00", "prompt_metrics": {"chars": 6607, "bytes_utf8": 6607, "lines": 231, "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\":\"019e40fb-03a4-7e43-ada5-c4b375918942\"}\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": "2026-05-19T16:04:26.561633+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": 8670.7, "started_at": "2026-05-19T16:04:17.889964+00:00", "ended_at": "2026-05-19T16:04:26.560699+00:00", "prompt_metrics": {"chars": 6607, "bytes_utf8": 6607, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14208, "cached_input_tokens": 12032, "output_tokens": 299, "reasoning_output_tokens": 185}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"c5\\\",\\n       AVG(CASE WHEN \\\"s1\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c5\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the Grouped Condition Rate template with group_col=\\\"c5\\\" and condition_col=\\\"s1\\\", treating the bound condition_value 1 as text because the SQLite schema stores these columns as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c7176ae9307a75fb3ae8b6783ad808feea494888
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_91e5398d59a59adf",
+  "api_calls": 0,
+  "input_tokens": 14208,
+  "cached_input_tokens": 12032,
+  "output_tokens": 299,
+  "total_tokens": 14507,
+  "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": 13010.19,
+  "sql_execution_elapsed_ms_total": 548.05,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_91e5398d59a59adf/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_a/c10/artifacts/v2q_c10_9344411de3a8982b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b829c859a0d34f953008615f50e56b81642fb180
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/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=c1, measure_col=c1.
+Result preview: [{"c1": "13", "total_measure": 1024829}, {"c1": "12", "total_measure": 946296}, {"c1": "11", "total_measure": 870738}, {"c1": "10", "total_measure": 787610}, {"c1": "9", "total_measure": 705618}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..36834fece76ef3688cfdc814256e73f474818901
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_9344411de3a8982b
+-- problem_id: v2p_c10_85f492f4283acc95
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c1", SUM(CAST("c1" AS INTEGER)) AS "total_measure"
+FROM "c10"
+GROUP BY "c1"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6df33848c0695f79cb26a4e79a50ac4983c588d3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/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 \"c1\", SUM(CAST(\"c1\" AS INTEGER)) AS \"total_measure\"\nFROM \"c10\"\nGROUP BY \"c1\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c1\\\", SUM(CAST(\\\"c1\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c1\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"c1\", \"total_measure\"], \"rows\": [{\"c1\": \"13\", \"total_measure\": 1024829}, {\"c1\": \"12\", \"total_measure\": 946296}, {\"c1\": \"11\", \"total_measure\": 870738}, {\"c1\": \"10\", \"total_measure\": 787610}, {\"c1\": \"9\", \"total_measure\": 705618}, {\"c1\": \"8\", \"total_measure\": 630288}, {\"c1\": \"7\", \"total_measure\": 549794}, {\"c1\": \"6\", \"total_measure\": 474852}, {\"c1\": \"5\", \"total_measure\": 393845}, {\"c1\": \"4\", \"total_measure\": 316068}, {\"c1\": \"3\", \"total_measure\": 236070}, {\"c1\": \"2\", \"total_measure\": 157636}, {\"c1\": \"1\", \"total_measure\": 79234}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 477.06}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..352fc0958d1ecb871dad23bf4a08b2d05f201290
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:28:35.315285+00:00",
+  "ended_at": "2026-05-19T15:28:51.917220+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_9344411de3a8982b",
+    "problem_id": "v2p_c10_85f492f4283acc95",
+    "dataset_id": "c10",
+    "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=c1, measure_col=c1.",
+    "bindings": {
+      "group_col": "c1",
+      "measure_col": "c1",
+      "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": "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_a/c10/sql/v2q_c10_9344411de3a8982b.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_9344411de3a8982b",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 731,
+    "total_tokens": 14878,
+    "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": 16107.14,
+    "sql_execution_elapsed_ms_total": 477.06,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/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_a/c10/artifacts/v2q_c10_9344411de3a8982b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d84dddc79b0722b6eb6d4581111d2e3f5b4662e5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:28:51.438267+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": 16107.14, "started_at": "2026-05-19T15:28:35.330344+00:00", "ended_at": "2026-05-19T15:28:51.437517+00:00", "prompt_metrics": {"chars": 6369, "bytes_utf8": 6369, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 731, "reasoning_output_tokens": 627}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c1\\\", SUM(CAST(\\\"c1\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c1\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the grouped numeric sum template with both group_col and measure_col bound to \\\"c1\\\". CAST to INTEGER is used because the schema stores these numeric-like values as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d193662370fcc84b2e047c0d02868dee12eec143
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_9344411de3a8982b",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 731,
+  "total_tokens": 14878,
+  "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": 16107.14,
+  "sql_execution_elapsed_ms_total": 477.06,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9344411de3a8982b/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_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..58c56eac651a8747ecca824522f86d8ea76bcdb8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:05:41.942376+00:00",
+  "ended_at": "2026-05-19T16:05:49.554288+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_943c6cfddd1d12e8",
+    "problem_id": "v2p_c10_c449b4637834b462",
+    "dataset_id": "c10",
+    "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=c2, condition_col=class.",
+    "bindings": {
+      "group_col": "c2",
+      "condition_col": "class",
+      "condition_value": "0",
+      "positive_value": "0",
+      "negative_value": "1",
+      "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": 3.25,
+      "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=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=102"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4f3bd57006f5469c493c6ee564791d8e59b42769
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_943c6cfddd1d12e8/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:05:45.262299+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": 3302.05, "started_at": "2026-05-19T16:05:41.959463+00:00", "ended_at": "2026-05-19T16:05:45.261546+00:00", "prompt_metrics": {"chars": 6627, "bytes_utf8": 6627, "lines": 231, "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-60c6-7d03-a0f9-6121c2c17932\"}\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": "2026-05-19T16:05:49.554198+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": 3289.98, "started_at": "2026-05-19T16:05:46.263413+00:00", "ended_at": "2026-05-19T16:05:49.553426+00:00", "prompt_metrics": {"chars": 6627, "bytes_utf8": 6627, "lines": 231, "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-71b3-7962-b611-73889a680fbc\"}\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_a/c10/artifacts/v2q_c10_94c3c3a327410b81/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..296a760852a56fa48348ae38733937118266d738
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/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=s4.
+Result preview: [{"empirical_cdf_at_threshold": 0.7504258495039072}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..028dcb40a40a483777a01ea3efb65ee92a252f34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/generated_sql.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_94c3c3a327410b81
+-- problem_id: v2p_c10_0710789a2b9f2e60
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("s4" AS REAL) <= 3.25 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "c10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1f31bd97bb3e363e4ca42c14b366ac65a4b76210
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/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_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"s4\" AS REAL) <= 3.25 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c10\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"s4\\\" AS REAL) <= 3.25 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c10\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7504258495039072}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 111.72}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..20a2bbe3bd41ac4f697882cac1939c2df90df512
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:07:45.907911+00:00",
+  "ended_at": "2026-05-19T16:07:58.663983+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_94c3c3a327410b81",
+    "problem_id": "v2p_c10_0710789a2b9f2e60",
+    "dataset_id": "c10",
+    "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=s4.",
+    "bindings": {
+      "measure_col": "s4",
+      "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": 3.25,
+      "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=9",
+      "sql_variant_index=1/1",
+      "binding_index=116"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "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_a/c10/sql/v2q_c10_94c3c3a327410b81.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_94c3c3a327410b81",
+    "api_calls": 0,
+    "input_tokens": 14137,
+    "cached_input_tokens": 12032,
+    "output_tokens": 305,
+    "total_tokens": 14442,
+    "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": 11623.5,
+    "sql_execution_elapsed_ms_total": 111.72,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/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_a/c10/artifacts/v2q_c10_94c3c3a327410b81/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f2f8c86802f25dd092df39e7ecaedb8c5605bad4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:07:48.952080+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": 3026.62, "started_at": "2026-05-19T16:07:45.924669+00:00", "ended_at": "2026-05-19T16:07:48.951320+00:00", "prompt_metrics": {"chars": 6320, "bytes_utf8": 6320, "lines": 226, "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-4509-7e71-8abd-f51e192af8b5\"}\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": "2026-05-19T16:07:58.550634+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": 8596.88, "started_at": "2026-05-19T16:07:49.952932+00:00", "ended_at": "2026-05-19T16:07:58.549847+00:00", "prompt_metrics": {"chars": 6320, "bytes_utf8": 6320, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14137, "cached_input_tokens": 12032, "output_tokens": 305, "reasoning_output_tokens": 197}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"s4\\\" AS REAL) <= 3.25 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c10\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"s4\\\" and measure_threshold fixed at 3.25. Cast \\\"s4\\\" to REAL because the schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..873ba65ad12266abc996f40ee12c8ce343c0b216
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_94c3c3a327410b81",
+  "api_calls": 0,
+  "input_tokens": 14137,
+  "cached_input_tokens": 12032,
+  "output_tokens": 305,
+  "total_tokens": 14442,
+  "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": 11623.5,
+  "sql_execution_elapsed_ms_total": 111.72,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_94c3c3a327410b81/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_a/c10/artifacts/v2q_c10_95617971455ab4e9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ceb1e152dfbed810a3e7025de2db44da1b386992
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/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=c5, measure_col=s4.
+Result preview: [{"c5": "1", "percentile_measure": 4.0}, {"c5": "10", "percentile_measure": 4.0}, {"c5": "11", "percentile_measure": 4.0}, {"c5": "12", "percentile_measure": 4.0}, {"c5": "13", "percentile_measure": 4.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a5d8f045c1d5c33c2c680cb5c08f7b8904f85bc8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/generated_sql.sql
@@ -0,0 +1,52 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_95617971455ab4e9
+-- problem_id: v2p_c10_deee77998c367994
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "c5",
+    CAST("s4" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c5"
+      ORDER BY CAST("s4" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "c5") AS "cnt"
+  FROM "c10"
+  WHERE "c5" IS NOT NULL
+    AND "s4" IS NOT NULL
+),
+"targets" AS (
+  SELECT DISTINCT
+    "c5",
+    (0.9 * ("cnt" - 1) + 1.0) AS "pos",
+    CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN (0.9 * ("cnt" - 1) + 1.0) > CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER)
+        THEN CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) + 1
+      ELSE CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER)
+    END AS "upper_rn"
+  FROM "ranked"
+)
+SELECT
+  "t"."c5",
+  CASE
+    WHEN "t"."lower_rn" = "t"."upper_rn" THEN "l"."measure"
+    ELSE "l"."measure" + ("t"."pos" - "t"."lower_rn") * ("u"."measure" - "l"."measure")
+  END AS "percentile_measure"
+FROM "targets" AS "t"
+JOIN "ranked" AS "l"
+  ON "l"."c5" = "t"."c5"
+ AND "l"."rn" = "t"."lower_rn"
+JOIN "ranked" AS "u"
+  ON "u"."c5" = "t"."c5"
+ AND "u"."rn" = "t"."upper_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..577c4ad5b00aa84fc3c5ac76ce6b3747ea12cca8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/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    \"c5\",\n    CAST(\"s4\" AS REAL) AS \"measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"c5\"\n      ORDER BY CAST(\"s4\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (PARTITION BY \"c5\") AS \"cnt\"\n  FROM \"c10\"\n  WHERE \"c5\" IS NOT NULL\n    AND \"s4\" IS NOT NULL\n),\n\"targets\" AS (\n  SELECT DISTINCT\n    \"c5\",\n    (0.9 * (\"cnt\" - 1) + 1.0) AS \"pos\",\n    CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) AS \"lower_rn\",\n    CASE\n      WHEN (0.9 * (\"cnt\" - 1) + 1.0) > CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n        THEN CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) + 1\n      ELSE CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n    END AS \"upper_rn\"\n  FROM \"ranked\"\n)\nSELECT\n  \"t\".\"c5\",\n  CASE\n    WHEN \"t\".\"lower_rn\" = \"t\".\"upper_rn\" THEN \"l\".\"measure\"\n    ELSE \"l\".\"measure\" + (\"t\".\"pos\" - \"t\".\"lower_rn\") * (\"u\".\"measure\" - \"l\".\"measure\")\n  END AS \"percentile_measure\"\nFROM \"targets\" AS \"t\"\nJOIN \"ranked\" AS \"l\"\n  ON \"l\".\"c5\" = \"t\".\"c5\"\n AND \"l\".\"rn\" = \"t\".\"lower_rn\"\nJOIN \"ranked\" AS \"u\"\n  ON \"u\".\"c5\" = \"t\".\"c5\"\n AND \"u\".\"rn\" = \"t\".\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"c5\\\",\\n    CAST(\\\"s4\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c5\\\"\\n      ORDER BY CAST(\\\"s4\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"c5\\\") AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"c5\\\" IS NOT NULL\\n    AND \\\"s4\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n  SELECT DISTINCT\\n    \\\"c5\\\",\\n    (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\",\\n    CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n    CASE\\n      WHEN (0.9 * (\\\"cnt\\\" - 1) + 1.0) > CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n        THEN CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) + 1\\n      ELSE CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"ranked\\\"\\n)\\nSELECT\\n  \\\"t\\\".\\\"c5\\\",\\n  CASE\\n    WHEN \\\"t\\\".\\\"lower_rn\\\" = \\\"t\\\".\\\"upper_rn\\\" THEN \\\"l\\\".\\\"measure\\\"\\n    ELSE \\\"l\\\".\\\"measure\\\" + (\\\"t\\\".\\\"pos\\\" - \\\"t\\\".\\\"lower_rn\\\") * (\\\"u\\\".\\\"measure\\\" - \\\"l\\\".\\\"measure\\\")\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"targets\\\" AS \\\"t\\\"\\nJOIN \\\"ranked\\\" AS \\\"l\\\"\\n  ON \\\"l\\\".\\\"c5\\\" = \\\"t\\\".\\\"c5\\\"\\n AND \\\"l\\\".\\\"rn\\\" = \\\"t\\\".\\\"lower_rn\\\"\\nJOIN \\\"ranked\\\" AS \\\"u\\\"\\n  ON \\\"u\\\".\\\"c5\\\" = \\\"t\\\".\\\"c5\\\"\\n AND \\\"u\\\".\\\"rn\\\" = \\\"t\\\".\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"c5\", \"percentile_measure\"], \"rows\": [{\"c5\": \"1\", \"percentile_measure\": 4.0}, {\"c5\": \"10\", \"percentile_measure\": 4.0}, {\"c5\": \"11\", \"percentile_measure\": 4.0}, {\"c5\": \"12\", \"percentile_measure\": 4.0}, {\"c5\": \"13\", \"percentile_measure\": 4.0}, {\"c5\": \"2\", \"percentile_measure\": 4.0}, {\"c5\": \"3\", \"percentile_measure\": 4.0}, {\"c5\": \"4\", \"percentile_measure\": 4.0}, {\"c5\": \"5\", \"percentile_measure\": 4.0}, {\"c5\": \"6\", \"percentile_measure\": 4.0}, {\"c5\": \"7\", \"percentile_measure\": 4.0}, {\"c5\": \"8\", \"percentile_measure\": 4.0}, {\"c5\": \"9\", \"percentile_measure\": 4.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3805.12}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..73f1402a4dab3c9267979d8b2d68a1b0d9c278a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:54:43.671496+00:00",
+  "ended_at": "2026-05-19T15:55:34.504674+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_95617971455ab4e9",
+    "problem_id": "v2p_c10_deee77998c367994",
+    "dataset_id": "c10",
+    "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=c5, measure_col=s4.",
+    "bindings": {
+      "group_col": "c5",
+      "measure_col": "s4",
+      "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": 2.98,
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_95617971455ab4e9.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_95617971455ab4e9",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 13696,
+    "output_tokens": 3002,
+    "total_tokens": 17187,
+    "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": 47009.9,
+    "sql_execution_elapsed_ms_total": 3805.12,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/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_a/c10/artifacts/v2q_c10_95617971455ab4e9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..445d4db0ff18ea3293c57c52877dad6dc39f0a28
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:55:30.697783+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": 47009.9, "started_at": "2026-05-19T15:54:43.686504+00:00", "ended_at": "2026-05-19T15:55:30.696438+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1537, "bytes_utf8": 1537, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 13696, "output_tokens": 3002, "reasoning_output_tokens": 2423}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"c5\\\",\\n    CAST(\\\"s4\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c5\\\"\\n      ORDER BY CAST(\\\"s4\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"c5\\\") AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"c5\\\" IS NOT NULL\\n    AND \\\"s4\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n  SELECT DISTINCT\\n    \\\"c5\\\",\\n    (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\",\\n    CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n    CASE\\n      WHEN (0.9 * (\\\"cnt\\\" - 1) + 1.0) > CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n        THEN CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) + 1\\n      ELSE CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"ranked\\\"\\n)\\nSELECT\\n  \\\"t\\\".\\\"c5\\\",\\n  CASE\\n    WHEN \\\"t\\\".\\\"lower_rn\\\" = \\\"t\\\".\\\"upper_rn\\\" THEN \\\"l\\\".\\\"measure\\\"\\n    ELSE \\\"l\\\".\\\"measure\\\" + (\\\"t\\\".\\\"pos\\\" - \\\"t\\\".\\\"lower_rn\\\") * (\\\"u\\\".\\\"measure\\\" - \\\"l"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0995e1dcbe391f2451cc4292d4ad8bef240d201e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_95617971455ab4e9",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 13696,
+  "output_tokens": 3002,
+  "total_tokens": 17187,
+  "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": 47009.9,
+  "sql_execution_elapsed_ms_total": 3805.12,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_95617971455ab4e9/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_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eb6fc57b52b12ee0515919a261bd42f3986d2d88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/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=c3.
+Result preview: [{"c3": "13"}, {"c3": "13"}, {"c3": "13"}, {"c3": "13"}, {"c3": "13"}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d2909dd0f8bcd3ae89c50784335aed2da729ac34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_98b726e9fb5386fd
+-- problem_id: v2p_c10_1d54f846ccaac2ce
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT
+        "c3",
+        CAST("c3" AS INTEGER) AS "c3_num",
+        NTILE(10) OVER (ORDER BY CAST("c3" AS INTEGER) DESC) AS tail_bucket
+    FROM "c10"
+    WHERE "c3" IS NOT NULL
+)
+SELECT "c3"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY "c3_num" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b96501f6d51b274b83cc6779b0594654097905e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/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        \"c3\",\n        CAST(\"c3\" AS INTEGER) AS \"c3_num\",\n        NTILE(10) OVER (ORDER BY CAST(\"c3\" AS INTEGER) DESC) AS tail_bucket\n    FROM \"c10\"\n    WHERE \"c3\" IS NOT NULL\n)\nSELECT \"c3\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"c3_num\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT\\n        \\\"c3\\\",\\n        CAST(\\\"c3\\\" AS INTEGER) AS \\\"c3_num\\\",\\n        NTILE(10) OVER (ORDER BY CAST(\\\"c3\\\" AS INTEGER) DESC) AS tail_bucket\\n    FROM \\\"c10\\\"\\n    WHERE \\\"c3\\\" IS NOT NULL\\n)\\nSELECT \\\"c3\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"c3_num\\\" DESC;\", \"columns\": [\"c3\"], \"rows\": [{\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}, {\"c3\": \"13\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1508.78}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1706008353f89948e0c0743caef924d21a7593ca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:47:08.079550+00:00",
+  "ended_at": "2026-05-19T15:47:27.504209+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_98b726e9fb5386fd",
+    "problem_id": "v2p_c10_1d54f846ccaac2ce",
+    "dataset_id": "c10",
+    "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=c3.",
+    "bindings": {
+      "measure_col": "c3",
+      "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": 10.0,
+      "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=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_a/c10/sql/v2q_c10_98b726e9fb5386fd.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_98b726e9fb5386fd",
+    "api_calls": 0,
+    "input_tokens": 14201,
+    "cached_input_tokens": 13696,
+    "output_tokens": 670,
+    "total_tokens": 14871,
+    "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": 17882.75,
+    "sql_execution_elapsed_ms_total": 1508.78,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/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_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ac5d2497fddf9a08f1cf5bac6ecfc9cbdfe05ba3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:47:25.985450+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": 17882.75, "started_at": "2026-05-19T15:47:08.101296+00:00", "ended_at": "2026-05-19T15:47:25.984093+00:00", "prompt_metrics": {"chars": 6553, "bytes_utf8": 6553, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14201, "cached_input_tokens": 13696, "output_tokens": 670, "reasoning_output_tokens": 509}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT\\n        \\\"c3\\\",\\n        CAST(\\\"c3\\\" AS INTEGER) AS \\\"c3_num\\\",\\n        NTILE(10) OVER (ORDER BY CAST(\\\"c3\\\" AS INTEGER) DESC) AS tail_bucket\\n    FROM \\\"c10\\\"\\n    WHERE \\\"c3\\\" IS NOT NULL\\n)\\nSELECT \\\"c3\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"c3_num\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template on \\\"c3\\\" with 10 tiles. \\\"c3\\\" is cast to INTEGER for correct numeric ordering because the SQLite schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0938d97b3b6a12fa9de45b2a78008fde73f72f7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_98b726e9fb5386fd",
+  "api_calls": 0,
+  "input_tokens": 14201,
+  "cached_input_tokens": 13696,
+  "output_tokens": 670,
+  "total_tokens": 14871,
+  "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": 17882.75,
+  "sql_execution_elapsed_ms_total": 1508.78,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_98b726e9fb5386fd/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_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..61a9bf96e0d69dd137925a5985041ffb7115b7c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/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=c5, measure_col=c1.
+Result preview: [{"c5": "1", "class": "0", "total_measure": 296409, "share_within_group": 52.869001583881506}, {"c5": "2", "class": "0", "total_measure": 296479, "share_within_group": 52.48066132087161}, {"c5": "3", "class": "0", "total_measure": 293346, "share_within_group": 52.11241583912171}, {"c5": "4", "class": "0", "total_measure": 288791, "share_within_group": 51.63510295158879}, {"c5": "5", "class": "0", "total_measure": 282810, "share_within_group": 51.09097412662454}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..24d80852a349941692042f77b7798cf002ffbe87
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_992d6fb78ecdebf6
+-- problem_id: v2p_c10_20c5a7aa7199484c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c5", "class",
+       SUM(CAST("c1" AS INTEGER)) AS total_measure,
+       SUM(CAST("c1" AS INTEGER)) * 100.0 / SUM(SUM(CAST("c1" AS INTEGER))) OVER (PARTITION BY "c5") AS share_within_group
+FROM "c10"
+GROUP BY "c5", "class"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e13be4c938840c9220315202fcc471c39dddfb39
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/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 \"c5\", \"class\",\n       SUM(CAST(\"c1\" AS INTEGER)) AS total_measure,\n       SUM(CAST(\"c1\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"c1\" AS INTEGER))) OVER (PARTITION BY \"c5\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"c5\", \"class\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"c5\\\", \\\"class\\\",\\n       SUM(CAST(\\\"c1\\\" AS INTEGER)) AS total_measure,\\n       SUM(CAST(\\\"c1\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"c1\\\" AS INTEGER))) OVER (PARTITION BY \\\"c5\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c5\\\", \\\"class\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"c5\", \"class\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"c5\": \"1\", \"class\": \"0\", \"total_measure\": 296409, \"share_within_group\": 52.869001583881506}, {\"c5\": \"2\", \"class\": \"0\", \"total_measure\": 296479, \"share_within_group\": 52.48066132087161}, {\"c5\": \"3\", \"class\": \"0\", \"total_measure\": 293346, \"share_within_group\": 52.11241583912171}, {\"c5\": \"4\", \"class\": \"0\", \"total_measure\": 288791, \"share_within_group\": 51.63510295158879}, {\"c5\": \"5\", \"class\": \"0\", \"total_measure\": 282810, \"share_within_group\": 51.09097412662454}, {\"c5\": \"6\", \"class\": \"0\", \"total_measure\": 278182, \"share_within_group\": 50.29488231827041}, {\"c5\": \"7\", \"class\": \"0\", \"total_measure\": 274202, \"share_within_group\": 50.018971316828285}, {\"c5\": \"8\", \"class\": \"0\", \"total_measure\": 274000, \"share_within_group\": 49.53206658989799}, {\"c5\": \"9\", \"class\": \"0\", \"total_measure\": 266988, \"share_within_group\": 48.61008950484666}, {\"c5\": \"11\", \"class\": \"0\", \"total_measure\": 261773, \"share_within_group\": 48.42670958551859}, {\"c5\": \"10\", \"class\": \"0\", \"total_measure\": 263938, \"share_within_group\": 48.289703826760245}, {\"c5\": \"12\", \"class\": \"0\", \"total_measure\": 257069, \"share_within_group\": 47.57541547914276}, {\"c5\": \"13\", \"class\": \"0\", \"total_measure\": 255724, \"share_within_group\": 47.32387068119992}, {\"c5\": \"13\", \"class\": \"1\", \"total_measure\": 236962, \"share_within_group\": 43.851805244554654}, {\"c5\": \"12\", \"class\": \"1\", \"total_measure\": 236055, \"share_within_group\": 43.6863826479624}, {\"c5\": \"10\", \"class\": \"1\", \"total_measure\": 236680, \"share_within_group\": 43.30262069773058}, {\"c5\": \"9\", \"class\": \"1\", \"total_measure\": 236153, \"share_within_group\": 42.99600905972573}, {\"c5\": \"11\", \"class\": \"1\", \"total_measure\": 232287, \"share_within_group\": 42.97194550045786}, {\"c5\": \"8\", \"class\": \"1\", \"total_measure\": 235798, \"share_within_group\": 42.626139553886006}, {\"c5\": \"7\", \"class\": \"1\", \"total_measure\": 231051, \"share_within_group\": 42.147516581660575}, {\"c5\": \"6\", \"class\": \"1\", \"total_measure\": 232551, \"share_within_group\": 42.044866950399744}, {\"c5\": \"5\", \"class\": \"1\", \"total_measure\": 231724, \"share_within_group\": 41.86204479515556}, {\"c5\": \"4\", \"class\": \"1\", \"total_measure\": 232563, \"share_within_group\": 41.58167826466318}, {\"c5\": \"3\", \"class\": \"1\", \"total_measure\": 231863, \"share_within_group\": 41.1900659075163}, {\"c5\": \"2\", \"class\": \"1\", \"total_measure\": 232095, \"share_within_group\": 41.083851096596035}, {\"c5\": \"1\", \"class\": \"1\", \"total_measure\": 228259, \"share_within_group\": 40.71342446597509}, {\"c5\": \"13\", \"class\": \"2\", \"total_measure\": 29285, \"share_within_group\": 5.419434831689398}, {\"c5\": \"12\", \"class\": \"2\", \"total_measure\": 28779, \"share_within_group\": 5.326090979753489}, {\"c5\": \"11\", \"class\": \"2\", \"total_measure\": 27582, \"share_within_group\": 5.1025335072286815}, {\"c5\": \"9\", \"class\": \"2\", \"total_measure\": 27908, \"share_within_group\": 5.0811661119648095}, {\"c5\": \"10\", \"class\": \"2\", \"total_measure\": 27499, \"share_within_group\": 5.031176130500648}, {\"c5\": \"6\", \"class\": \"2\", \"total_measure\": 26600, \"share_within_group\": 4.809239525440154}, {\"c5\": \"7\", \"class\": \"2\", \"total_measure\": 26108, \"share_within_group\": 4.762530189932068}, {\"c5\": \"8\", \"class\": \"2\", \"total_measure\": 25992, \"share_within_group\": 4.698676915345359}, {\"c5\": \"5\", \"class\": \"2\", \"total_measure\": 24533, \"share_within_group\": 4.4320033529524405}, {\"c5\": \"4\", \"class\": \"2\", \"total_measure\": 24478, \"share_within_group\": 4.376604707380045}, {\"c5\": \"3\", \"class\": \"2\", \"total_measure\": 24421, \"share_within_group\": 4.338348936774973}, {\"c5\": \"2\", \"class\": \"2\", \"total_measure\": 24077, \"share_within_group\": 4.261943957658471}, {\"c5\": \"1\", \"class\": \"2\", \"total_measure\": 23714, \"share_within_group\": 4.229748433954995}, {\"c5\": \"13\", \"class\": \"3\", \"total_measure\": 14833, \"share_within_group\": 2.7449710383626034}, {\"c5\": \"12\", \"class\": \"3\", \"total_measure\": 13695, \"share_within_group\": 2.534515305178221}, {\"c5\": \"11\", \"class\": \"3\", \"total_measure\": 13594, \"share_within_group\": 2.514822728492013}, {\"c5\": \"10\", \"class\": \"3\", \"total_measure\": 12533, \"share_within_group\": 2.2930190350036224}, {\"c5\": \"9\", \"class\": \"3\", \"total_measure\": 12252, \"share_within_group\": 2.2307025657085013}, {\"c5\": \"7\", \"class\": \"3\", \"total_measure\": 12007, \"share_within_group\": 2.190275011127407}, {\"c5\": \"8\", \"class\": \"3\", \"total_measure\": 11845, \"share_within_group\": 2.141267623201977}, {\"c5\": \"6\", \"class\": \"3\", \"total_measure\": 11269, \"share_within_group\": 2.0374180530896653}, {\"c5\": \"5\", \"class\": \"3\", \"total_measure\": 10553, \"share_within_group\": 1.9064497364246977}, {\"c5\": \"3\", \"class\": \"3\", \"total_measure\": 10536, \"share_within_group\": 1.8717024035813896}, {\"c5\": \"4\", \"class\": \"3\", \"total_measure\": 10261, \"share_within_group\": 1.8346409389013252}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 959.62}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7ca081a91a70e55e9402231dbe0d81a93588f2a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:39:32.606452+00:00",
+  "ended_at": "2026-05-19T15:39:45.484088+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_992d6fb78ecdebf6",
+    "problem_id": "v2p_c10_20c5a7aa7199484c",
+    "dataset_id": "c10",
+    "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=c5, measure_col=c1.",
+    "bindings": {
+      "group_col": "c5",
+      "measure_col": "c1",
+      "item_col": "class",
+      "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": 7.56,
+      "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_a/c10/sql/v2q_c10_992d6fb78ecdebf6.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_992d6fb78ecdebf6",
+    "api_calls": 0,
+    "input_tokens": 14265,
+    "cached_input_tokens": 12032,
+    "output_tokens": 680,
+    "total_tokens": 14945,
+    "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": 11898.68,
+    "sql_execution_elapsed_ms_total": 959.62,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/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_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e64c0b5292cf3420075f82192f8704fdb0bf9d98
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:39:44.519474+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": 11898.68, "started_at": "2026-05-19T15:39:32.619346+00:00", "ended_at": "2026-05-19T15:39:44.518061+00:00", "prompt_metrics": {"chars": 6780, "bytes_utf8": 6780, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 543, "bytes_utf8": 543, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14265, "cached_input_tokens": 12032, "output_tokens": 680, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"c5\\\", \\\"class\\\",\\n       SUM(CAST(\\\"c1\\\" AS INTEGER)) AS total_measure,\\n       SUM(CAST(\\\"c1\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"c1\\\" AS INTEGER))) OVER (PARTITION BY \\\"c5\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c5\\\", \\\"class\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"c5\\\", item_col=\\\"class\\\", and measure_col=\\\"c1\\\". Cast \\\"c1\\\" from TEXT to INTEGER so SQLite sums numeric values correctly.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..663a6c59178b07b3b498a8de4e9beaf9ef074c98
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_992d6fb78ecdebf6",
+  "api_calls": 0,
+  "input_tokens": 14265,
+  "cached_input_tokens": 12032,
+  "output_tokens": 680,
+  "total_tokens": 14945,
+  "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": 11898.68,
+  "sql_execution_elapsed_ms_total": 959.62,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_992d6fb78ecdebf6/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_a/c10/artifacts/v2q_c10_998ef03ee49f7054/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..398d35c3e96414b18ca39585f48184e3ff62c319
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/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=s5, measure_col=s3.
+Result preview: [{"s5": "1", "group_value": 651249.0}, {"s5": "2", "group_value": 641369.0}, {"s5": "3", "group_value": 637277.0}, {"s5": "4", "group_value": 633757.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f4666f71478fb63cf3a6bb6037ee9bf3dbdd1d5c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_998ef03ee49f7054
+-- problem_id: v2p_c10_358a929de089aa4e
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s5", SUM(CAST("s3" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "s5"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."s5", 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_a/c10/artifacts/v2q_c10_998ef03ee49f7054/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a566cbfcc19cd160b4f093efb5b6bd16aa8e67d4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/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 \"s5\", SUM(CAST(\"s3\" AS REAL)) AS group_value\n    FROM \"c10\"\n    GROUP BY \"s5\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"s5\", 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 \\\"s5\\\", SUM(CAST(\\\"s3\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s5\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"s5\\\", 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\": [\"s5\", \"group_value\"], \"rows\": [{\"s5\": \"1\", \"group_value\": 651249.0}, {\"s5\": \"2\", \"group_value\": 641369.0}, {\"s5\": \"3\", \"group_value\": 637277.0}, {\"s5\": \"4\", \"group_value\": 633757.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 492.91}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..74cd775e42d114aced4b7604161fd3fdec14a026
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:49:13.797456+00:00",
+  "ended_at": "2026-05-19T15:49:24.096273+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_998ef03ee49f7054",
+    "problem_id": "v2p_c10_358a929de089aa4e",
+    "dataset_id": "c10",
+    "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=s5, measure_col=s3.",
+    "bindings": {
+      "group_col": "s5",
+      "measure_col": "s3",
+      "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": 2.98,
+      "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_a/c10/sql/v2q_c10_998ef03ee49f7054.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_998ef03ee49f7054",
+    "api_calls": 0,
+    "input_tokens": 14285,
+    "cached_input_tokens": 13696,
+    "output_tokens": 473,
+    "total_tokens": 14758,
+    "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": 9788.91,
+    "sql_execution_elapsed_ms_total": 492.91,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/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_a/c10/artifacts/v2q_c10_998ef03ee49f7054/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..eb0bfb5d592491e316e6200413439a99e5079361
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:49:23.600981+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": 9788.91, "started_at": "2026-05-19T15:49:13.810677+00:00", "ended_at": "2026-05-19T15:49:23.599613+00:00", "prompt_metrics": {"chars": 6928, "bytes_utf8": 6928, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 590, "bytes_utf8": 590, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14285, "cached_input_tokens": 13696, "output_tokens": 473, "reasoning_output_tokens": 307}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold.\\nWITH grouped AS (\\n    SELECT \\\"s5\\\", SUM(CAST(\\\"s3\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s5\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"s5\\\", 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=\\\"s5\\\" and measure_col=\\\"s3\\\". CAST is used because the schema stores these fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e48fb625cb41e15b900340310be26c3fe38f9d62
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_998ef03ee49f7054",
+  "api_calls": 0,
+  "input_tokens": 14285,
+  "cached_input_tokens": 13696,
+  "output_tokens": 473,
+  "total_tokens": 14758,
+  "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": 9788.91,
+  "sql_execution_elapsed_ms_total": 492.91,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_998ef03ee49f7054/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_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d6b37517b851cde3aec94ac987e00a46f364300
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/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=s3, measure_col=c1.
+Result preview: [{"s3": "3", "group_value": 1797599.0}, {"s3": "4", "group_value": 1795460.0}, {"s3": "1", "group_value": 1794793.0}, {"s3": "2", "group_value": 1785026.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..398e1eb408b6643a524af53c6c92f143d50f9dce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_9991e9af1a8306f7
+-- problem_id: v2p_c10_d187fe36536d53a0
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT "s3", SUM(CAST("c1" AS REAL)) AS "group_value"
+    FROM "c10"
+    GROUP BY "s3"
+), "total" AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM "grouped"
+)
+SELECT g."s3", 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_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1b037c39040e57109ed1a2bd67fae52bf31d3234
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/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 \"s3\", SUM(CAST(\"c1\" AS REAL)) AS \"group_value\"\n    FROM \"c10\"\n    GROUP BY \"s3\"\n), \"total\" AS (\n    SELECT SUM(\"group_value\") AS \"total_value\"\n    FROM \"grouped\"\n)\nSELECT g.\"s3\", 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 \\\"s3\\\", SUM(CAST(\\\"c1\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s3\\\"\\n), \\\"total\\\" AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"s3\\\", 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\": [\"s3\", \"group_value\"], \"rows\": [{\"s3\": \"3\", \"group_value\": 1797599.0}, {\"s3\": \"4\", \"group_value\": 1795460.0}, {\"s3\": \"1\", \"group_value\": 1794793.0}, {\"s3\": \"2\", \"group_value\": 1785026.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 474.14}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..54668f78763df7a6dd53e1944a1bfae7491331ac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:52:01.899829+00:00",
+  "ended_at": "2026-05-19T15:52:13.343886+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_9991e9af1a8306f7",
+    "problem_id": "v2p_c10_d187fe36536d53a0",
+    "dataset_id": "c10",
+    "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=s3, measure_col=c1.",
+    "bindings": {
+      "group_col": "s3",
+      "measure_col": "c1",
+      "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_a/c10/sql/v2q_c10_9991e9af1a8306f7.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_9991e9af1a8306f7",
+    "api_calls": 0,
+    "input_tokens": 14285,
+    "cached_input_tokens": 13696,
+    "output_tokens": 547,
+    "total_tokens": 14832,
+    "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": 10950.43,
+    "sql_execution_elapsed_ms_total": 474.14,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/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_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..046aa9077258ea24aef5ada9f24178b8ff0e20e8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:52:12.866785+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": 10950.43, "started_at": "2026-05-19T15:52:01.914796+00:00", "ended_at": "2026-05-19T15:52:12.865261+00:00", "prompt_metrics": {"chars": 6925, "bytes_utf8": 6925, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 663, "bytes_utf8": 663, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14285, "cached_input_tokens": 13696, "output_tokens": 547, "reasoning_output_tokens": 351}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n    SELECT \\\"s3\\\", SUM(CAST(\\\"c1\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s3\\\"\\n), \\\"total\\\" AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"s3\\\", 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=\\\"s3\\\" and measure_col=\\\"c1\\\". CAST is used because the schema stores these numeric-discrete fields as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac1d5c3739a639676379263cbbd2f6ed297c9cf0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_9991e9af1a8306f7",
+  "api_calls": 0,
+  "input_tokens": 14285,
+  "cached_input_tokens": 13696,
+  "output_tokens": 547,
+  "total_tokens": 14832,
+  "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": 10950.43,
+  "sql_execution_elapsed_ms_total": 474.14,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9991e9af1a8306f7/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_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eb2f4d001e3d2e95316477bdd8da9dd3ab0941c6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/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=class, measure_col=s2.
+Result preview: [{"class": "9", "s1": "4", "total_measure": 16, "share_within_group": 66.66666666666667}, {"class": "8", "s1": "4", "total_measure": 16, "share_within_group": 40.0}, {"class": "5", "s1": "4", "total_measure": 2036, "share_within_group": 39.28226895620297}, {"class": "5", "s1": "3", "total_measure": 1635, "share_within_group": 31.545437005595215}, {"class": "7", "s1": "2", "total_measure": 174, "share_within_group": 29.591836734693878}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2ac50cfe715f87f7623ee724def4537c950ec195
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_9c2e0b66cc53abfb
+-- problem_id: v2p_c10_e96a9284a96f70ce
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "class",
+  "s1",
+  SUM(CAST("s2" AS INTEGER)) AS "total_measure",
+  SUM(CAST("s2" AS INTEGER)) * 100.0 / SUM(SUM(CAST("s2" AS INTEGER))) OVER (PARTITION BY "class") AS "share_within_group"
+FROM "c10"
+GROUP BY "class", "s1"
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..52843b460349ca31c1181c274f6ee98a0b19e09f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/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  \"class\",\n  \"s1\",\n  SUM(CAST(\"s2\" AS INTEGER)) AS \"total_measure\",\n  SUM(CAST(\"s2\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"s2\" AS INTEGER))) OVER (PARTITION BY \"class\") AS \"share_within_group\"\nFROM \"c10\"\nGROUP BY \"class\", \"s1\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"class\\\",\\n  \\\"s1\\\",\\n  SUM(CAST(\\\"s2\\\" AS INTEGER)) AS \\\"total_measure\\\",\\n  SUM(CAST(\\\"s2\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"s2\\\" AS INTEGER))) OVER (PARTITION BY \\\"class\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"class\\\", \\\"s1\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"class\", \"s1\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"class\": \"9\", \"s1\": \"4\", \"total_measure\": 16, \"share_within_group\": 66.66666666666667}, {\"class\": \"8\", \"s1\": \"4\", \"total_measure\": 16, \"share_within_group\": 40.0}, {\"class\": \"5\", \"s1\": \"4\", \"total_measure\": 2036, \"share_within_group\": 39.28226895620297}, {\"class\": \"5\", \"s1\": \"3\", \"total_measure\": 1635, \"share_within_group\": 31.545437005595215}, {\"class\": \"7\", \"s1\": \"2\", \"total_measure\": 174, \"share_within_group\": 29.591836734693878}, {\"class\": \"6\", \"s1\": \"1\", \"total_measure\": 1059, \"share_within_group\": 28.989871338625786}, {\"class\": \"7\", \"s1\": \"1\", \"total_measure\": 162, \"share_within_group\": 27.551020408163264}, {\"class\": \"4\", \"s1\": \"3\", \"total_measure\": 2592, \"share_within_group\": 26.349496797804207}, {\"class\": \"3\", \"s1\": \"1\", \"total_measure\": 14162, \"share_within_group\": 26.10218224712474}, {\"class\": \"2\", \"s1\": \"1\", \"total_measure\": 31596, \"share_within_group\": 25.876726015953874}, {\"class\": \"1\", \"s1\": \"1\", \"total_measure\": 276483, \"share_within_group\": 25.553122802088367}, {\"class\": \"3\", \"s1\": \"2\", \"total_measure\": 13853, \"share_within_group\": 25.532659982306104}, {\"class\": \"7\", \"s1\": \"3\", \"total_measure\": 150, \"share_within_group\": 25.510204081632654}, {\"class\": \"4\", \"s1\": \"2\", \"total_measure\": 2481, \"share_within_group\": 25.221103995120462}, {\"class\": \"2\", \"s1\": \"2\", \"total_measure\": 30780, \"share_within_group\": 25.208432294311315}, {\"class\": \"1\", \"s1\": \"2\", \"total_measure\": 272453, \"share_within_group\": 25.180661982101547}, {\"class\": \"0\", \"s1\": \"3\", \"total_measure\": 322333, \"share_within_group\": 25.090411197755717}, {\"class\": \"0\", \"s1\": \"1\", \"total_measure\": 322014, \"share_within_group\": 25.065580227386302}, {\"class\": \"2\", \"s1\": \"3\", \"total_measure\": 30597, \"share_within_group\": 25.058557599384123}, {\"class\": \"8\", \"s1\": \"2\", \"total_measure\": 10, \"share_within_group\": 25.0}, {\"class\": \"0\", \"s1\": \"2\", \"total_measure\": 320351, \"share_within_group\": 24.93613225332883}, {\"class\": \"0\", \"s1\": \"4\", \"total_measure\": 319988, \"share_within_group\": 24.90787632152915}, {\"class\": \"1\", \"s1\": \"3\", \"total_measure\": 268747, \"share_within_group\": 24.838145902977192}, {\"class\": \"3\", \"s1\": \"3\", \"total_measure\": 13472, \"share_within_group\": 24.830433500442346}, {\"class\": \"1\", \"s1\": \"4\", \"total_measure\": 264310, \"share_within_group\": 24.428069312832893}, {\"class\": \"4\", \"s1\": \"1\", \"total_measure\": 2391, \"share_within_group\": 24.30619091186337}, {\"class\": \"4\", \"s1\": \"4\", \"total_measure\": 2373, \"share_within_group\": 24.123208295211956}, {\"class\": \"6\", \"s1\": \"3\", \"total_measure\": 880, \"share_within_group\": 24.089789214344375}, {\"class\": \"2\", \"s1\": \"4\", \"total_measure\": 29129, \"share_within_group\": 23.85628409035069}, {\"class\": \"6\", \"s1\": \"2\", \"total_measure\": 871, \"share_within_group\": 23.843416370106763}, {\"class\": \"3\", \"s1\": \"4\", \"total_measure\": 12769, \"share_within_group\": 23.534724270126805}, {\"class\": \"6\", \"s1\": \"4\", \"total_measure\": 843, \"share_within_group\": 23.076923076923077}, {\"class\": \"8\", \"s1\": \"3\", \"total_measure\": 9, \"share_within_group\": 22.5}, {\"class\": \"5\", \"s1\": \"2\", \"total_measure\": 1032, \"share_within_group\": 19.91124831178854}, {\"class\": \"7\", \"s1\": \"4\", \"total_measure\": 102, \"share_within_group\": 17.346938775510203}, {\"class\": \"9\", \"s1\": \"2\", \"total_measure\": 4, \"share_within_group\": 16.666666666666668}, {\"class\": \"8\", \"s1\": \"1\", \"total_measure\": 5, \"share_within_group\": 12.5}, {\"class\": \"9\", \"s1\": \"3\", \"total_measure\": 3, \"share_within_group\": 12.5}, {\"class\": \"5\", \"s1\": \"1\", \"total_measure\": 480, \"share_within_group\": 9.261045726413274}, {\"class\": \"9\", \"s1\": \"1\", \"total_measure\": 1, \"share_within_group\": 4.166666666666667}], \"row_count_returned\": 40, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 887.31}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b963aa315db0ba24139f58e31c97484ca4b8862
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:39:45.484674+00:00",
+  "ended_at": "2026-05-19T15:40:14.373211+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_9c2e0b66cc53abfb",
+    "problem_id": "v2p_c10_e96a9284a96f70ce",
+    "dataset_id": "c10",
+    "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=class, measure_col=s2.",
+    "bindings": {
+      "group_col": "class",
+      "measure_col": "s2",
+      "item_col": "s1",
+      "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": 3.25,
+      "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",
+      "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_a/c10/sql/v2q_c10_9c2e0b66cc53abfb.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_9c2e0b66cc53abfb",
+    "api_calls": 0,
+    "input_tokens": 14265,
+    "cached_input_tokens": 12032,
+    "output_tokens": 673,
+    "total_tokens": 14938,
+    "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": 27982.46,
+    "sql_execution_elapsed_ms_total": 887.31,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/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_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e6636afd23acfcc66d29bddf6cde8ae0736f7577
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:40:13.483877+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": 27982.46, "started_at": "2026-05-19T15:39:45.500196+00:00", "ended_at": "2026-05-19T15:40:13.482686+00:00", "prompt_metrics": {"chars": 6781, "bytes_utf8": 6781, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 574, "bytes_utf8": 574, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14265, "cached_input_tokens": 12032, "output_tokens": 673, "reasoning_output_tokens": 499}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"class\\\",\\n  \\\"s1\\\",\\n  SUM(CAST(\\\"s2\\\" AS INTEGER)) AS \\\"total_measure\\\",\\n  SUM(CAST(\\\"s2\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"s2\\\" AS INTEGER))) OVER (PARTITION BY \\\"class\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"class\\\", \\\"s1\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"class\\\", item_col=\\\"s1\\\", and measure_col=\\\"s2\\\". CAST was added because these numeric-discrete fields are stored as TEXT in the SQLite schema.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff2a060e23dad750304b306c339511984157dd6b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_9c2e0b66cc53abfb",
+  "api_calls": 0,
+  "input_tokens": 14265,
+  "cached_input_tokens": 12032,
+  "output_tokens": 673,
+  "total_tokens": 14938,
+  "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": 27982.46,
+  "sql_execution_elapsed_ms_total": 887.31,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c2e0b66cc53abfb/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_a/c10/artifacts/v2q_c10_9c715706362b5c03/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f0f2c25f7e7836bbf4a36df3401cfdba35387a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:06:37.822922+00:00",
+  "ended_at": "2026-05-19T16:06:44.769148+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_9c715706362b5c03",
+    "problem_id": "v2p_c10_792fcb07e0d2c1ec",
+    "dataset_id": "c10",
+    "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=c5.",
+    "bindings": {
+      "measure_col": "c5",
+      "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": 11.0,
+      "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",
+  "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_a/c10/artifacts/v2q_c10_9c715706362b5c03/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c2131460c94ae15d77a392e7449749a5d3f54786
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9c715706362b5c03/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:40.845556+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": 3008.62, "started_at": "2026-05-19T16:06:37.836179+00:00", "ended_at": "2026-05-19T16:06:40.844825+00:00", "prompt_metrics": {"chars": 6319, "bytes_utf8": 6319, "lines": 226, "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-3b0e-72d3-b90e-6b56170bfc76\"}\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": "2026-05-19T16:06:44.769032+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": 2921.23, "started_at": "2026-05-19T16:06:41.846982+00:00", "ended_at": "2026-05-19T16:06:44.768282+00:00", "prompt_metrics": {"chars": 6319, "bytes_utf8": 6319, "lines": 226, "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-4abc-7622-9276-cd16026edb52\"}\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_a/c10/artifacts/v2q_c10_9cb874384f9a9765/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9a91ff6348598dbdeb0fdf310ad84c72e5532b9b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/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=c4, measure_col=s3.
+Result preview: [{"c4": "1", "percentile_measure": 4.0}, {"c4": "10", "percentile_measure": 4.0}, {"c4": "11", "percentile_measure": 4.0}, {"c4": "12", "percentile_measure": 4.0}, {"c4": "13", "percentile_measure": 4.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0e15cdc6f8729a8d67aa2b531b2e26349a9aa4b5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/generated_sql.sql
@@ -0,0 +1,58 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_9cb874384f9a9765
+-- problem_id: v2p_c10_84ba3be73dc9f653
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "c4",
+    CAST("s3" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c4"
+      ORDER BY CAST("s3" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "c4") AS "cnt"
+  FROM "c10"
+),
+"positions" AS (
+  SELECT
+    "c4",
+    "measure",
+    "rn",
+    "cnt",
+    (1.0 + ("cnt" - 1) * 0.9) AS "pos",
+    CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER)
+        THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER)
+      ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "ranked"
+),
+"bounds" AS (
+  SELECT
+    "c4",
+    MAX("pos") AS "pos",
+    MAX("lower_rn") AS "lower_rn",
+    MAX("upper_rn") AS "upper_rn",
+    MAX(CASE WHEN "rn" = "lower_rn" THEN "measure" END) AS "lower_val",
+    MAX(CASE WHEN "rn" = "upper_rn" THEN "measure" END) AS "upper_val"
+  FROM "positions"
+  GROUP BY "c4"
+)
+SELECT
+  "c4",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + ("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_a/c10/artifacts/v2q_c10_9cb874384f9a9765/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ba944fd1474d2f1bc8cf795c0f7417554329620f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/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    \"c4\",\n    CAST(\"s3\" AS REAL) AS \"measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"c4\"\n      ORDER BY CAST(\"s3\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (PARTITION BY \"c4\") AS \"cnt\"\n  FROM \"c10\"\n),\n\"positions\" AS (\n  SELECT\n    \"c4\",\n    \"measure\",\n    \"rn\",\n    \"cnt\",\n    (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n    CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lower_rn\",\n    CASE\n      WHEN (1.0 + (\"cnt\" - 1) * 0.9) = CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n        THEN CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n      ELSE CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n    END AS \"upper_rn\"\n  FROM \"ranked\"\n),\n\"bounds\" AS (\n  SELECT\n    \"c4\",\n    MAX(\"pos\") AS \"pos\",\n    MAX(\"lower_rn\") AS \"lower_rn\",\n    MAX(\"upper_rn\") AS \"upper_rn\",\n    MAX(CASE WHEN \"rn\" = \"lower_rn\" THEN \"measure\" END) AS \"lower_val\",\n    MAX(CASE WHEN \"rn\" = \"upper_rn\" THEN \"measure\" END) AS \"upper_val\"\n  FROM \"positions\"\n  GROUP BY \"c4\"\n)\nSELECT\n  \"c4\",\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 \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"c4\\\",\\n    CAST(\\\"s3\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c4\\\"\\n      ORDER BY CAST(\\\"s3\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"c4\\\") AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n),\\n\\\"positions\\\" AS (\\n  SELECT\\n    \\\"c4\\\",\\n    \\\"measure\\\",\\n    \\\"rn\\\",\\n    \\\"cnt\\\",\\n    (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n    CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lower_rn\\\",\\n    CASE\\n      WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n        THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n      ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n  SELECT\\n    \\\"c4\\\",\\n    MAX(\\\"pos\\\") AS \\\"pos\\\",\\n    MAX(\\\"lower_rn\\\") AS \\\"lower_rn\\\",\\n    MAX(\\\"upper_rn\\\") AS \\\"upper_rn\\\",\\n    MAX(CASE WHEN \\\"rn\\\" = \\\"lower_rn\\\" THEN \\\"measure\\\" END) AS \\\"lower_val\\\",\\n    MAX(CASE WHEN \\\"rn\\\" = \\\"upper_rn\\\" THEN \\\"measure\\\" END) AS \\\"upper_val\\\"\\n  FROM \\\"positions\\\"\\n  GROUP BY \\\"c4\\\"\\n)\\nSELECT\\n  \\\"c4\\\",\\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 \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"c4\", \"percentile_measure\"], \"rows\": [{\"c4\": \"1\", \"percentile_measure\": 4.0}, {\"c4\": \"10\", \"percentile_measure\": 4.0}, {\"c4\": \"11\", \"percentile_measure\": 4.0}, {\"c4\": \"12\", \"percentile_measure\": 4.0}, {\"c4\": \"13\", \"percentile_measure\": 4.0}, {\"c4\": \"2\", \"percentile_measure\": 4.0}, {\"c4\": \"3\", \"percentile_measure\": 4.0}, {\"c4\": \"4\", \"percentile_measure\": 4.0}, {\"c4\": \"5\", \"percentile_measure\": 4.0}, {\"c4\": \"6\", \"percentile_measure\": 4.0}, {\"c4\": \"7\", \"percentile_measure\": 4.0}, {\"c4\": \"8\", \"percentile_measure\": 4.0}, {\"c4\": \"9\", \"percentile_measure\": 4.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3451.31}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..047f001ce1d5b33711533e047a0f7bab23fa9eb0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:53:04.682655+00:00",
+  "ended_at": "2026-05-19T15:53:25.778193+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_9cb874384f9a9765",
+    "problem_id": "v2p_c10_84ba3be73dc9f653",
+    "dataset_id": "c10",
+    "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=c4, measure_col=s3.",
+    "bindings": {
+      "group_col": "c4",
+      "measure_col": "s3",
+      "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": 2.98,
+      "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_a/c10/sql/v2q_c10_9cb874384f9a9765.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_9cb874384f9a9765",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 13696,
+    "output_tokens": 1086,
+    "total_tokens": 15271,
+    "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": 17626.14,
+    "sql_execution_elapsed_ms_total": 3451.31,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/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_a/c10/artifacts/v2q_c10_9cb874384f9a9765/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..73dec40db1ce68f4326db87ea3b20bbd6a3c9015
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:53:22.324880+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": 17626.14, "started_at": "2026-05-19T15:53:04.697352+00:00", "ended_at": "2026-05-19T15:53:22.323524+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1584, "bytes_utf8": 1584, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 13696, "output_tokens": 1086, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"c4\\\",\\n    CAST(\\\"s3\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c4\\\"\\n      ORDER BY CAST(\\\"s3\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"c4\\\") AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n),\\n\\\"positions\\\" AS (\\n  SELECT\\n    \\\"c4\\\",\\n    \\\"measure\\\",\\n    \\\"rn\\\",\\n    \\\"cnt\\\",\\n    (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n    CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lower_rn\\\",\\n    CASE\\n      WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n        THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n      ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n  SELECT\\n    \\\"c4\\\",\\n    MAX(\\\"pos\\\") AS \\\"pos\\\",\\n    MAX(\\\"lower_rn\\\") AS \\\"lower_rn\\\",\\n    MAX(\\\"upper_rn\\\") AS \\\"upper_rn\\\",\\n    MAX(CASE WHEN \\\"rn\\\" = \\\"lower_rn\\\" THEN \\\"measure\\\" END) AS "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b20230ffa7a49a09be9026fc1c3b9aacf672685
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_9cb874384f9a9765",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 13696,
+  "output_tokens": 1086,
+  "total_tokens": 15271,
+  "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": 17626.14,
+  "sql_execution_elapsed_ms_total": 3451.31,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9cb874384f9a9765/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_a/c10/artifacts/v2q_c10_9d8ed88906291d3c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9d8ed88906291d3c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..751c224b606f78342b99c1f5c8e4921464788515
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9d8ed88906291d3c/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:10:18.768543+00:00",
+  "ended_at": "2026-05-19T16:10:25.983677+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_9d8ed88906291d3c",
+    "problem_id": "v2p_c10_c258d50de28eb478",
+    "dataset_id": "c10",
+    "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=s1, measure_col=s2.",
+    "bindings": {
+      "group_col": "s1",
+      "measure_col": "s2",
+      "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": 3.25,
+      "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_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/2",
+      "binding_index=132"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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_a/c10/artifacts/v2q_c10_9d8ed88906291d3c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9d8ed88906291d3c/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e4c761bdd854ff940ba1804670f2cacdfcb4c31c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9d8ed88906291d3c/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:21.913771+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": 3129.25, "started_at": "2026-05-19T16:10:18.783773+00:00", "ended_at": "2026-05-19T16:10:21.913050+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4100-9a31-7a03-bf50-59f13bf48006\"}\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": "2026-05-19T16:10:25.983572+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": 3067.69, "started_at": "2026-05-19T16:10:22.914902+00:00", "ended_at": "2026-05-19T16:10:25.982629+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4100-aa4b-74d2-a0b3-42ad7c405f42\"}\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_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e1e21de109866d4325fe6e0794f04eda709ab7c8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/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=s1, measure_col=c4.
+Result preview: [{"s1": "3", "group_value": 1801338.0}, {"s1": "1", "group_value": 1792617.0}, {"s1": "4", "group_value": 1792184.0}, {"s1": "2", "group_value": 1789790.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f351f7fd2ebc0d154bba9b76e5bfd013fc9765a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_9e1b52f9ea4bef19
+-- problem_id: v2p_c10_af69ea5ec815356c
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s1", SUM(CAST("c4" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "s1"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."s1", 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_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..73fb0cc00e25774dcb91709a426a2b24b01efe01
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/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 \"s1\", SUM(CAST(\"c4\" AS REAL)) AS group_value\n    FROM \"c10\"\n    GROUP BY \"s1\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"s1\", 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 \\\"s1\\\", SUM(CAST(\\\"c4\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s1\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"s1\\\", 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\": [\"s1\", \"group_value\"], \"rows\": [{\"s1\": \"3\", \"group_value\": 1801338.0}, {\"s1\": \"1\", \"group_value\": 1792617.0}, {\"s1\": \"4\", \"group_value\": 1792184.0}, {\"s1\": \"2\", \"group_value\": 1789790.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 522.12}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f53de6dff6c1311b78dc0ff894e5f4bc41e8fc3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:50:29.971292+00:00",
+  "ended_at": "2026-05-19T15:50:40.813878+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_9e1b52f9ea4bef19",
+    "problem_id": "v2p_c10_af69ea5ec815356c",
+    "dataset_id": "c10",
+    "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=s1, measure_col=c4.",
+    "bindings": {
+      "group_col": "s1",
+      "measure_col": "c4",
+      "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": 9.64,
+      "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
+    },
+    "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=2/2",
+      "binding_index=77"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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_a/c10/sql/v2q_c10_9e1b52f9ea4bef19.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_9e1b52f9ea4bef19",
+    "api_calls": 0,
+    "input_tokens": 14283,
+    "cached_input_tokens": 13696,
+    "output_tokens": 418,
+    "total_tokens": 14701,
+    "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": 10301.18,
+    "sql_execution_elapsed_ms_total": 522.12,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/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_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1b29370c023310410ef30b0d50b78bcc4b63fff6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:50:40.289088+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": 10301.18, "started_at": "2026-05-19T15:50:29.986919+00:00", "ended_at": "2026-05-19T15:50:40.288136+00:00", "prompt_metrics": {"chars": 6927, "bytes_utf8": 6927, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 590, "bytes_utf8": 590, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 13696, "output_tokens": 418, "reasoning_output_tokens": 255}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"s1\\\", SUM(CAST(\\\"c4\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s1\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"s1\\\", 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=\\\"s1\\\" and measure_col=\\\"c4\\\", casting the TEXT measure to REAL for SQLite-safe aggregation.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9772f05a10a309de6e75fe6ab9a811fa7f5ad570
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_9e1b52f9ea4bef19",
+  "api_calls": 0,
+  "input_tokens": 14283,
+  "cached_input_tokens": 13696,
+  "output_tokens": 418,
+  "total_tokens": 14701,
+  "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": 10301.18,
+  "sql_execution_elapsed_ms_total": 522.12,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9e1b52f9ea4bef19/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_a/c10/artifacts/v2q_c10_9f14a5c90687f43d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9f14a5c90687f43d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..41b12730a2d6f1b7f12a87ef2c9607747ac2685b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9f14a5c90687f43d/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:10:32.993119+00:00",
+  "ended_at": "2026-05-19T16:10:40.641945+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_9f14a5c90687f43d",
+    "problem_id": "v2p_c10_508a93d69f2acca9",
+    "dataset_id": "c10",
+    "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=c1, measure_col=c2.",
+    "bindings": {
+      "group_col": "c1",
+      "measure_col": "c2",
+      "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": 12.0,
+      "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=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_a/c10/artifacts/v2q_c10_9f14a5c90687f43d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9f14a5c90687f43d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f59870e796a7a4a20d75bd20e630a991d06ebea5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_9f14a5c90687f43d/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:35.859921+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": 2850.63, "started_at": "2026-05-19T16:10:33.008488+00:00", "ended_at": "2026-05-19T16:10:35.859146+00:00", "prompt_metrics": {"chars": 6452, "bytes_utf8": 6452, "lines": 228, "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\":\"019e4100-d1ab-74b2-9b60-774cb89b9b76\"}\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": "2026-05-19T16:10:40.641853+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": 3779.82, "started_at": "2026-05-19T16:10:36.861233+00:00", "ended_at": "2026-05-19T16:10:40.641102+00:00", "prompt_metrics": {"chars": 6452, "bytes_utf8": 6452, "lines": 228, "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\":\"019e4100-e0e1-71a3-9e59-e932811ef625\"}\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_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..008be01e3196613575c552ef79fd7b149a30b347
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "3", "support": 257150, "support_share": 0.2508756012136467, "cumulative_support": 257150}, {"value_label": "1", "support": 256087, "support_share": 0.2498385381606033, "cumulative_support": 513237}, {"value_label": "4", "support": 256077, "support_share": 0.24982878215822285, "cumulative_support": 769314}, {"value_label": "2", "support": 255696, "support_share": 0.24945707846752715, "cumulative_support": 1025010}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..887963ebd2e92ec8a6ae2a3d879c18cb36c04895
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a09a6819a09d2af1
+-- problem_id: v2p_c10_662dce1e2c6fb2c3
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s1" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s1"
+), 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_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..88e88cc65958fc2f839da43cac675bc60ebbbb6b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/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_a\n-- sql_source_dataset_id: c10\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_c10_a09a6819a09d2af1\n-- problem_id: v2p_c10_662dce1e2c6fb2c3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"s1\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"s1\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_a09a6819a09d2af1\\n-- problem_id: v2p_c10_662dce1e2c6fb2c3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"s1\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s1\\\"\\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\": \"3\", \"support\": 257150, \"support_share\": 0.2508756012136467, \"cumulative_support\": 257150}, {\"value_label\": \"1\", \"support\": 256087, \"support_share\": 0.2498385381606033, \"cumulative_support\": 513237}, {\"value_label\": \"4\", \"support\": 256077, \"support_share\": 0.24982878215822285, \"cumulative_support\": 769314}, {\"value_label\": \"2\", \"support\": 255696, \"support_share\": 0.24945707846752715, \"cumulative_support\": 1025010}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 409.75}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..36f164dee25fd7233dbbac988ab5537ad2867ba4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:38.657874+00:00",
+  "ended_at": "2026-05-19T16:12:39.069817+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_a09a6819a09d2af1",
+    "problem_id": "v2p_c10_662dce1e2c6fb2c3",
+    "dataset_id": "c10",
+    "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=s1.",
+    "bindings": {
+      "group_col": "s1"
+    },
+    "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=1",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a09a6819a09d2af1.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_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a09a6819a09d2af1/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_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ea727d92e8460f4ec723c3a69a6eb6d71061c51d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "1", "support": 256671, "support_share": 0.25040828869962245, "support_rank": 1}, {"value_label": "4", "support": 256535, "support_share": 0.2502756070672481, "support_rank": 2}, {"value_label": "3", "support": 255943, "support_share": 0.24969805172632462, "support_rank": 3}, {"value_label": "2", "support": 255861, "support_share": 0.2496180525068048, "support_rank": 4}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9aedcc787395baf8a101bb5f94d3e8c250db2cd2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a3ef70cc9ec5f68f
+-- problem_id: v2p_c10_41963c83521fb8d5
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s2" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s2"
+)
+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_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..17d78c8d702d5483fde23ccceda76c45dbcae116
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/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_a\n-- sql_source_dataset_id: c10\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_c10_a3ef70cc9ec5f68f\n-- problem_id: v2p_c10_41963c83521fb8d5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"s2\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"s2\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_a3ef70cc9ec5f68f\\n-- problem_id: v2p_c10_41963c83521fb8d5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"s2\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s2\\\"\\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\": 256671, \"support_share\": 0.25040828869962245, \"support_rank\": 1}, {\"value_label\": \"4\", \"support\": 256535, \"support_share\": 0.2502756070672481, \"support_rank\": 2}, {\"value_label\": \"3\", \"support\": 255943, \"support_share\": 0.24969805172632462, \"support_rank\": 3}, {\"value_label\": \"2\", \"support\": 255861, \"support_share\": 0.2496180525068048, \"support_rank\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 442.29}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef048a0c68ed5ac0214bb3f728693bae534a14a0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:44.562402+00:00",
+  "ended_at": "2026-05-19T16:12:45.006963+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_a3ef70cc9ec5f68f",
+    "problem_id": "v2p_c10_41963c83521fb8d5",
+    "dataset_id": "c10",
+    "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=s2.",
+    "bindings": {
+      "group_col": "s2"
+    },
+    "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=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_a/c10/sql/v2q_c10_a3ef70cc9ec5f68f.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_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a3ef70cc9ec5f68f/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_a/c10/artifacts/v2q_c10_a454bc8581cc9792/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..71b562ec7a7436b5041a17ad86609f69f55e13c9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:05:49.554649+00:00",
+  "ended_at": "2026-05-19T16:05:56.703456+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_a454bc8581cc9792",
+    "problem_id": "v2p_c10_a6de66f47b7e43d1",
+    "dataset_id": "c10",
+    "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": "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 dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=c2, condition_col=class.",
+    "bindings": {
+      "group_col": "c2",
+      "condition_col": "class",
+      "condition_value": "1",
+      "positive_value": "0",
+      "negative_value": "1",
+      "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": 3.25,
+      "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=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=102"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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",
+  "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_a/c10/artifacts/v2q_c10_a454bc8581cc9792/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e74b6e6e58b81b865eeb9b3e249b6725ca786471
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a454bc8581cc9792/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:05:52.890605+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": 3320.62, "started_at": "2026-05-19T16:05:49.569243+00:00", "ended_at": "2026-05-19T16:05:52.889901+00:00", "prompt_metrics": {"chars": 6624, "bytes_utf8": 6624, "lines": 231, "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-7e89-7f10-97c8-e090511490e7\"}\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": "2026-05-19T16:05:56.703366+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": 2810.62, "started_at": "2026-05-19T16:05:53.891930+00:00", "ended_at": "2026-05-19T16:05:56.702604+00:00", "prompt_metrics": {"chars": 6624, "bytes_utf8": 6624, "lines": 231, "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-8f6f-7de0-a128-fbec65bcfe7d\"}\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_a/c10/artifacts/v2q_c10_a465e69082a4a194/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a465e69082a4a194/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d1f62b7e510be0555096d04f8647a86ded17840
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a465e69082a4a194/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "3", "support": 256914, "support_share": 0.25064535955746775, "cumulative_support": 256914}, {"value_label": "2", "support": 256530, "support_share": 0.2502707290660579, "cumulative_support": 513444}, {"value_label": "4", "support": 255816, "support_share": 0.24957415049609272, "cumulative_support": 769260}, {"value_label": "1", "support": 255750, "support_share": 0.24950976088038165, "cumulative_support": 1025010}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a465e69082a4a194/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a465e69082a4a194/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8f09ef3ff66f562b7f5e535c0a08c4b63122b1fb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a465e69082a4a194/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a465e69082a4a194
+-- problem_id: v2p_c10_e357c6fc6381583b
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s4" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s4"
+), 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_a/c10/artifacts/v2q_c10_a465e69082a4a194/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a465e69082a4a194/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cb9a6acc5853a46f045f8934bc5199c085db539a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a465e69082a4a194/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_a\n-- sql_source_dataset_id: c10\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_c10_a465e69082a4a194\n-- problem_id: v2p_c10_e357c6fc6381583b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"s4\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"s4\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_a465e69082a4a194\\n-- problem_id: v2p_c10_e357c6fc6381583b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"s4\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s4\\\"\\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\": \"3\", \"support\": 256914, \"support_share\": 0.25064535955746775, \"cumulative_support\": 256914}, {\"value_label\": \"2\", \"support\": 256530, \"support_share\": 0.2502707290660579, \"cumulative_support\": 513444}, {\"value_label\": \"4\", \"support\": 255816, \"support_share\": 0.24957415049609272, \"cumulative_support\": 769260}, {\"value_label\": \"1\", \"support\": 255750, \"support_share\": 0.24950976088038165, \"cumulative_support\": 1025010}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 442.43}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a465e69082a4a194/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a465e69082a4a194/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..af2eb1cafc05b996a5f6138844e7895a5c471d23
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a465e69082a4a194/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:41.272144+00:00",
+  "ended_at": "2026-05-19T16:12:41.716076+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_a465e69082a4a194",
+    "problem_id": "v2p_c10_e357c6fc6381583b",
+    "dataset_id": "c10",
+    "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=s4.",
+    "bindings": {
+      "group_col": "s4"
+    },
+    "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=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_a/c10/sql/v2q_c10_a465e69082a4a194.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_a/c10/artifacts/v2q_c10_a465e69082a4a194/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a465e69082a4a194/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a465e69082a4a194/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_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7967a7e5382c57dfff489d368aa1e8c9a553efc3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/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=c4.
+Result preview: [{"c4": "7", "row_count": 79524}, {"c4": "2", "row_count": 79075}, {"c4": "9", "row_count": 79036}, {"c4": "11", "row_count": 78895}, {"c4": "12", "row_count": 78853}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..74398cc62cf2f8490b4cc68883a3df725d6a757c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a48cb184e2b8f40a
+-- problem_id: v2p_c10_07ec157b4f7e9c00
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c4", COUNT(*) AS "row_count"
+FROM "c10"
+GROUP BY "c4"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ed9ae2a14cab28a44d643ee63f9dff85d5524e8d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/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 \"c4\", COUNT(*) AS \"row_count\"\nFROM \"c10\"\nGROUP BY \"c4\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c4\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"c4\", \"row_count\"], \"rows\": [{\"c4\": \"7\", \"row_count\": 79524}, {\"c4\": \"2\", \"row_count\": 79075}, {\"c4\": \"9\", \"row_count\": 79036}, {\"c4\": \"11\", \"row_count\": 78895}, {\"c4\": \"12\", \"row_count\": 78853}, {\"c4\": \"13\", \"row_count\": 78834}, {\"c4\": \"4\", \"row_count\": 78790}, {\"c4\": \"10\", \"row_count\": 78763}, {\"c4\": \"3\", \"row_count\": 78749}, {\"c4\": \"1\", \"row_count\": 78717}, {\"c4\": \"5\", \"row_count\": 78698}, {\"c4\": \"8\", \"row_count\": 78582}, {\"c4\": \"6\", \"row_count\": 78494}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 456.32}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..82396aba78259e77f90ac9f4fb562590b43d0c95
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:33:14.415568+00:00",
+  "ended_at": "2026-05-19T15:33:42.408577+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_a48cb184e2b8f40a",
+    "problem_id": "v2p_c10_07ec157b4f7e9c00",
+    "dataset_id": "c10",
+    "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=c4.",
+    "bindings": {
+      "group_col": "c4",
+      "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": 3.25,
+      "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=7",
+      "sql_variant_index=1/1",
+      "binding_index=18"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "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_a/c10/sql/v2q_c10_a48cb184e2b8f40a.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_a48cb184e2b8f40a",
+    "api_calls": 0,
+    "input_tokens": 14121,
+    "cached_input_tokens": 12032,
+    "output_tokens": 597,
+    "total_tokens": 14718,
+    "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": 27519.05,
+    "sql_execution_elapsed_ms_total": 456.32,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/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_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3dcb964439e88b243aa2268fe9bdac24f4a869ca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:33:41.950245+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": 27519.05, "started_at": "2026-05-19T15:33:14.430360+00:00", "ended_at": "2026-05-19T15:33:41.949433+00:00", "prompt_metrics": {"chars": 6293, "bytes_utf8": 6293, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 270, "bytes_utf8": 270, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14121, "cached_input_tokens": 12032, "output_tokens": 597, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c4\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the planned grouped-count template with group_col bound to \\\"c4\\\" over the single table \\\"c10\\\".\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..31d757ed82aab6ad1ed6a251359fd20170d461f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_a48cb184e2b8f40a",
+  "api_calls": 0,
+  "input_tokens": 14121,
+  "cached_input_tokens": 12032,
+  "output_tokens": 597,
+  "total_tokens": 14718,
+  "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": 27519.05,
+  "sql_execution_elapsed_ms_total": 456.32,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a48cb184e2b8f40a/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_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4f8408c4b1028165c54d5c9aac26016deed9f54e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/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=s3, measure_col=s4.
+Result preview: [{"s3": "4", "c3": "7", "total_measure": 49574, "share_within_group": 7.819267568667409}, {"s3": "1", "c3": "5", "total_measure": 50542, "share_within_group": 7.792464088091138}, {"s3": "3", "c3": "13", "total_measure": 49819, "share_within_group": 7.788429369627955}, {"s3": "3", "c3": "7", "total_measure": 49781, "share_within_group": 7.782488657930694}, {"s3": "3", "c3": "10", "total_measure": 49675, "share_within_group": 7.765917198985702}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..271b813e8d6cf046bafc2fc2e1ba19b1ec2b5fba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a8de47a6c85ad41b
+-- problem_id: v2p_c10_a64f44092f9370c9
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s3", "c3",
+       SUM("s4") AS total_measure,
+       SUM("s4") * 100.0 / SUM(SUM("s4")) OVER (PARTITION BY "s3") AS share_within_group
+FROM "c10"
+GROUP BY "s3", "c3"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..74868d4b6e12f04c72f607174e37bbb5db23f0ef
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/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 \"s3\", \"c3\",\n       SUM(\"s4\") AS total_measure,\n       SUM(\"s4\") * 100.0 / SUM(SUM(\"s4\")) OVER (PARTITION BY \"s3\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"s3\", \"c3\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"s3\\\", \\\"c3\\\",\\n       SUM(\\\"s4\\\") AS total_measure,\\n       SUM(\\\"s4\\\") * 100.0 / SUM(SUM(\\\"s4\\\")) OVER (PARTITION BY \\\"s3\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s3\\\", \\\"c3\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"s3\", \"c3\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"s3\": \"4\", \"c3\": \"7\", \"total_measure\": 49574, \"share_within_group\": 7.819267568667409}, {\"s3\": \"1\", \"c3\": \"5\", \"total_measure\": 50542, \"share_within_group\": 7.792464088091138}, {\"s3\": \"3\", \"c3\": \"13\", \"total_measure\": 49819, \"share_within_group\": 7.788429369627955}, {\"s3\": \"3\", \"c3\": \"7\", \"total_measure\": 49781, \"share_within_group\": 7.782488657930694}, {\"s3\": \"3\", \"c3\": \"10\", \"total_measure\": 49675, \"share_within_group\": 7.765917198985702}, {\"s3\": \"2\", \"c3\": \"5\", \"total_measure\": 49691, \"share_within_group\": 7.75739466687898}, {\"s3\": \"2\", \"c3\": \"4\", \"total_measure\": 49592, \"share_within_group\": 7.741939512585023}, {\"s3\": \"2\", \"c3\": \"8\", \"total_measure\": 49591, \"share_within_group\": 7.741783399915387}, {\"s3\": \"4\", \"c3\": \"12\", \"total_measure\": 49062, \"share_within_group\": 7.738510216120556}, {\"s3\": \"1\", \"c3\": \"2\", \"total_measure\": 50173, \"share_within_group\": 7.735572408923206}, {\"s3\": \"4\", \"c3\": \"1\", \"total_measure\": 49032, \"share_within_group\": 7.733778339994763}, {\"s3\": \"1\", \"c3\": \"1\", \"total_measure\": 50159, \"share_within_group\": 7.7334139170306555}, {\"s3\": \"4\", \"c3\": \"2\", \"total_measure\": 48989, \"share_within_group\": 7.7269959842144615}, {\"s3\": \"2\", \"c3\": \"2\", \"total_measure\": 49418, \"share_within_group\": 7.714775908068371}, {\"s3\": \"1\", \"c3\": \"7\", \"total_measure\": 50038, \"share_within_group\": 7.714758379959328}, {\"s3\": \"2\", \"c3\": \"7\", \"total_measure\": 49383, \"share_within_group\": 7.709311964631113}, {\"s3\": \"1\", \"c3\": \"10\", \"total_measure\": 50002, \"share_within_group\": 7.709207972235627}, {\"s3\": \"4\", \"c3\": \"3\", \"total_measure\": 48867, \"share_within_group\": 7.707753021302906}, {\"s3\": \"2\", \"c3\": \"13\", \"total_measure\": 49367, \"share_within_group\": 7.706814161916939}, {\"s3\": \"1\", \"c3\": \"11\", \"total_measure\": 49986, \"share_within_group\": 7.706741124358427}, {\"s3\": \"3\", \"c3\": \"4\", \"total_measure\": 49275, \"share_within_group\": 7.703383391646109}, {\"s3\": \"1\", \"c3\": \"8\", \"total_measure\": 49956, \"share_within_group\": 7.702115784588676}, {\"s3\": \"4\", \"c3\": \"8\", \"total_measure\": 48802, \"share_within_group\": 7.697500623030357}, {\"s3\": \"3\", \"c3\": \"8\", \"total_measure\": 49233, \"share_within_group\": 7.696817341875452}, {\"s3\": \"2\", \"c3\": \"11\", \"total_measure\": 49255, \"share_within_group\": 7.689329542917714}, {\"s3\": \"3\", \"c3\": \"11\", \"total_measure\": 49179, \"share_within_group\": 7.688375277884607}, {\"s3\": \"4\", \"c3\": \"11\", \"total_measure\": 48739, \"share_within_group\": 7.687563683166193}, {\"s3\": \"1\", \"c3\": \"4\", \"total_measure\": 49859, \"share_within_group\": 7.687160519333149}, {\"s3\": \"3\", \"c3\": \"5\", \"total_measure\": 49143, \"share_within_group\": 7.682747235224043}, {\"s3\": \"1\", \"c3\": \"3\", \"total_measure\": 49830, \"share_within_group\": 7.682689357555724}, {\"s3\": \"3\", \"c3\": \"1\", \"total_measure\": 49142, \"share_within_group\": 7.682590900705694}, {\"s3\": \"1\", \"c3\": \"12\", \"total_measure\": 49813, \"share_within_group\": 7.680068331686199}, {\"s3\": \"3\", \"c3\": \"9\", \"total_measure\": 49112, \"share_within_group\": 7.677900865155225}, {\"s3\": \"2\", \"c3\": \"10\", \"total_measure\": 49136, \"share_within_group\": 7.670752135231039}, {\"s3\": \"4\", \"c3\": \"10\", \"total_measure\": 48628, \"share_within_group\": 7.670055741500762}, {\"s3\": \"2\", \"c3\": \"12\", \"total_measure\": 49123, \"share_within_group\": 7.668722670525772}, {\"s3\": \"2\", \"c3\": \"6\", \"total_measure\": 49094, \"share_within_group\": 7.66419540310633}, {\"s3\": \"2\", \"c3\": \"9\", \"total_measure\": 49086, \"share_within_group\": 7.662946501749243}, {\"s3\": \"2\", \"c3\": \"1\", \"total_measure\": 49082, \"share_within_group\": 7.662322051070698}, {\"s3\": \"4\", \"c3\": \"5\", \"total_measure\": 48551, \"share_within_group\": 7.657910592777895}, {\"s3\": \"1\", \"c3\": \"6\", \"total_measure\": 49624, \"share_within_group\": 7.6509286911367695}, {\"s3\": \"3\", \"c3\": \"12\", \"total_measure\": 48939, \"share_within_group\": 7.65085499348085}, {\"s3\": \"3\", \"c3\": \"2\", \"total_measure\": 48939, \"share_within_group\": 7.65085499348085}, {\"s3\": \"4\", \"c3\": \"13\", \"total_measure\": 48502, \"share_within_group\": 7.650181861772435}, {\"s3\": \"3\", \"c3\": \"6\", \"total_measure\": 48930, \"share_within_group\": 7.64944798281571}, {\"s3\": \"4\", \"c3\": \"4\", \"total_measure\": 48496, \"share_within_group\": 7.649235486547276}, {\"s3\": \"4\", \"c3\": \"6\", \"total_measure\": 48425, \"share_within_group\": 7.638036713049568}, {\"s3\": \"4\", \"c3\": \"9\", \"total_measure\": 48331, \"share_within_group\": 7.623210167855419}, {\"s3\": \"1\", \"c3\": \"9\", \"total_measure\": 49434, \"share_within_group\": 7.621634872595016}, {\"s3\": \"2\", \"c3\": \"3\", \"total_measure\": 48745, \"share_within_group\": 7.609712081403391}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 974.6}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff737c19927c574e476e0268455abdc183c5ee65
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:34:56.881287+00:00",
+  "ended_at": "2026-05-19T15:35:10.800908+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_a8de47a6c85ad41b",
+    "problem_id": "v2p_c10_a64f44092f9370c9",
+    "dataset_id": "c10",
+    "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=s3, measure_col=s4.",
+    "bindings": {
+      "group_col": "s3",
+      "measure_col": "s4",
+      "item_col": "c3",
+      "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": 3.25,
+      "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",
+      "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=3",
+      "sql_variant_index=1/2",
+      "binding_index=26"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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_a/c10/sql/v2q_c10_a8de47a6c85ad41b.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_a8de47a6c85ad41b",
+    "api_calls": 0,
+    "input_tokens": 14266,
+    "cached_input_tokens": 13696,
+    "output_tokens": 595,
+    "total_tokens": 14861,
+    "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": 12924.17,
+    "sql_execution_elapsed_ms_total": 974.6,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/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_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9938ae1c7670764dcabe5c25adfab2ed2804e35d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:35:09.822338+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": 12924.17, "started_at": "2026-05-19T15:34:56.896605+00:00", "ended_at": "2026-05-19T15:35:09.820814+00:00", "prompt_metrics": {"chars": 6775, "bytes_utf8": 6775, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 13696, "output_tokens": 595, "reasoning_output_tokens": 431}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"s3\\\", \\\"c3\\\",\\n       SUM(\\\"s4\\\") AS total_measure,\\n       SUM(\\\"s4\\\") * 100.0 / SUM(SUM(\\\"s4\\\")) OVER (PARTITION BY \\\"s3\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s3\\\", \\\"c3\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the requested Within-Group Share of Total template with group_col=\\\"s3\\\", item_col=\\\"c3\\\", and measure_col=\\\"s4\\\" on the single table \\\"c10\\\". SQLite will numerically coerce the text-typed \\\"s4\\\" values during SUM().\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..bee6ac264b053abd2c7b67bf1329d0e87a363c45
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_a8de47a6c85ad41b",
+  "api_calls": 0,
+  "input_tokens": 14266,
+  "cached_input_tokens": 13696,
+  "output_tokens": 595,
+  "total_tokens": 14861,
+  "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": 12924.17,
+  "sql_execution_elapsed_ms_total": 974.6,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a8de47a6c85ad41b/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_a/c10/artifacts/v2q_c10_a9876f81a39c8746/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5eee1f08ea177908750eb3b8a19296a726e7a4b0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/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=s2, measure_col=s2.
+Result preview: [{"s2": "4", "total_measure": 1026140}, {"s2": "3", "total_measure": 767829}, {"s2": "2", "total_measure": 511722}, {"s2": "1", "total_measure": 256671}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..022cbc956dfbee3263fde465be2aeba2fcc57945
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a9876f81a39c8746
+-- problem_id: v2p_c10_79b5f4b62f07eb3b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s2", SUM(CAST("s2" AS INTEGER)) AS total_measure
+FROM "c10"
+GROUP BY "s2"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..85e76077bd0933d6f500b96c85753b2dea51457d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/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 \"s2\", SUM(CAST(\"s2\" AS INTEGER)) AS total_measure\nFROM \"c10\"\nGROUP BY \"s2\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s2\\\", SUM(CAST(\\\"s2\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s2\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"s2\", \"total_measure\"], \"rows\": [{\"s2\": \"4\", \"total_measure\": 1026140}, {\"s2\": \"3\", \"total_measure\": 767829}, {\"s2\": \"2\", \"total_measure\": 511722}, {\"s2\": \"1\", \"total_measure\": 256671}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 415.7}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d87beec20ba2220362eedd49d17ee97135d0a455
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:29:11.267220+00:00",
+  "ended_at": "2026-05-19T15:29:24.874052+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_a9876f81a39c8746",
+    "problem_id": "v2p_c10_79b5f4b62f07eb3b",
+    "dataset_id": "c10",
+    "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=s2, measure_col=s2.",
+    "bindings": {
+      "group_col": "s2",
+      "measure_col": "s2",
+      "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": 2.98,
+      "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=3",
+      "sql_variant_index=2/2",
+      "binding_index=2"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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_a/c10/sql/v2q_c10_a9876f81a39c8746.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_a9876f81a39c8746",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 513,
+    "total_tokens": 14660,
+    "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": 13172.17,
+    "sql_execution_elapsed_ms_total": 415.7,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/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_a/c10/artifacts/v2q_c10_a9876f81a39c8746/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..41a59d95881dd6daffc321172183a11107520f04
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:29:24.455514+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": 13172.17, "started_at": "2026-05-19T15:29:11.282058+00:00", "ended_at": "2026-05-19T15:29:24.454256+00:00", "prompt_metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 328, "bytes_utf8": 328, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 513, "reasoning_output_tokens": 419}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s2\\\", SUM(CAST(\\\"s2\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s2\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the planned grouped-sum template with \\\"s2\\\" as both group and measure column. CAST is applied because the schema stores values as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..5bdac6db418f4075a413222f0b6d8609661a5cf8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_a9876f81a39c8746",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 513,
+  "total_tokens": 14660,
+  "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": 13172.17,
+  "sql_execution_elapsed_ms_total": 415.7,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a9876f81a39c8746/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_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..496baf8a1e4dc216b579a066f1fcadddc6d37010
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/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=c3, measure_col=c2.
+Result preview: [{"c3": "1", "percentile_measure": 13.0}, {"c3": "10", "percentile_measure": 13.0}, {"c3": "11", "percentile_measure": 13.0}, {"c3": "12", "percentile_measure": 13.0}, {"c3": "13", "percentile_measure": 13.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6fc8aa30cad89258433310b037a346eab3963cee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/generated_sql.sql
@@ -0,0 +1,64 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a98b856c922ba2ad
+-- problem_id: v2p_c10_a030387c38f99904
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "c3",
+    CAST("c2" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c3"
+      ORDER BY CAST("c2" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "c3"
+    ) AS "cnt"
+  FROM "c10"
+  WHERE "c3" IS NOT NULL
+    AND "c2" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "c3",
+    (1.0 + (0.95 * ("cnt" - 1))) AS "pos",
+    CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) AS "lower_rn",
+    CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) + CASE
+      WHEN (1.0 + (0.95 * ("cnt" - 1))) > CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) THEN 1
+      ELSE 0
+    END AS "upper_rn"
+  FROM "ordered"
+),
+"picked" AS (
+  SELECT
+    p."c3",
+    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 "positions" AS p
+  JOIN "ordered" AS o
+    ON o."c3" = p."c3"
+  GROUP BY
+    p."c3",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn"
+)
+SELECT
+  "c3",
+  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, "c3";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..847168fc0fa7709b91a66d444ab056661d31717b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/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    \"c3\",\n    CAST(\"c2\" AS REAL) AS \"measure_value\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"c3\"\n      ORDER BY CAST(\"c2\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"c3\"\n    ) AS \"cnt\"\n  FROM \"c10\"\n  WHERE \"c3\" IS NOT NULL\n    AND \"c2\" IS NOT NULL\n),\n\"positions\" AS (\n  SELECT DISTINCT\n    \"c3\",\n    (1.0 + (0.95 * (\"cnt\" - 1))) AS \"pos\",\n    CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER) AS \"lower_rn\",\n    CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER) + CASE\n      WHEN (1.0 + (0.95 * (\"cnt\" - 1))) > CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER) THEN 1\n      ELSE 0\n    END AS \"upper_rn\"\n  FROM \"ordered\"\n),\n\"picked\" AS (\n  SELECT\n    p.\"c3\",\n    p.\"pos\",\n    p.\"lower_rn\",\n    p.\"upper_rn\",\n    MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure_value\" END) AS \"lower_value\",\n    MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure_value\" END) AS \"upper_value\"\n  FROM \"positions\" AS p\n  JOIN \"ordered\" AS o\n    ON o.\"c3\" = p.\"c3\"\n  GROUP BY\n    p.\"c3\",\n    p.\"pos\",\n    p.\"lower_rn\",\n    p.\"upper_rn\"\n)\nSELECT\n  \"c3\",\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, \"c3\";", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"c3\\\",\\n    CAST(\\\"c2\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c3\\\"\\n      ORDER BY CAST(\\\"c2\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"c3\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"c3\\\" IS NOT NULL\\n    AND \\\"c2\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n  SELECT DISTINCT\\n    \\\"c3\\\",\\n    (1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n    CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) AS \\\"lower_rn\\\",\\n    CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) + CASE\\n      WHEN (1.0 + (0.95 * (\\\"cnt\\\" - 1))) > CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) THEN 1\\n      ELSE 0\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    p.\\\"c3\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n  FROM \\\"positions\\\" AS p\\n  JOIN \\\"ordered\\\" AS o\\n    ON o.\\\"c3\\\" = p.\\\"c3\\\"\\n  GROUP BY\\n    p.\\\"c3\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\"\\n)\\nSELECT\\n  \\\"c3\\\",\\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, \\\"c3\\\";\", \"columns\": [\"c3\", \"percentile_measure\"], \"rows\": [{\"c3\": \"1\", \"percentile_measure\": 13.0}, {\"c3\": \"10\", \"percentile_measure\": 13.0}, {\"c3\": \"11\", \"percentile_measure\": 13.0}, {\"c3\": \"12\", \"percentile_measure\": 13.0}, {\"c3\": \"13\", \"percentile_measure\": 13.0}, {\"c3\": \"2\", \"percentile_measure\": 13.0}, {\"c3\": \"3\", \"percentile_measure\": 13.0}, {\"c3\": \"4\", \"percentile_measure\": 13.0}, {\"c3\": \"5\", \"percentile_measure\": 13.0}, {\"c3\": \"6\", \"percentile_measure\": 13.0}, {\"c3\": \"7\", \"percentile_measure\": 13.0}, {\"c3\": \"8\", \"percentile_measure\": 13.0}, {\"c3\": \"9\", \"percentile_measure\": 13.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4810.15}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..90055d311e1cb054f0941e4d644985fa271efd12
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:03:02.899032+00:00",
+  "ended_at": "2026-05-19T16:03:44.969628+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_a98b856c922ba2ad",
+    "problem_id": "v2p_c10_a030387c38f99904",
+    "dataset_id": "c10",
+    "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=c3, measure_col=c2.",
+    "bindings": {
+      "group_col": "c3",
+      "measure_col": "c2",
+      "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": 11.64,
+      "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
+    },
+    "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=10",
+      "sql_variant_index=2/2",
+      "binding_index=93"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 10,
+    "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_a/c10/sql/v2q_c10_a98b856c922ba2ad.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_a98b856c922ba2ad",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 12032,
+    "output_tokens": 2135,
+    "total_tokens": 16320,
+    "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": 36239.33,
+    "sql_execution_elapsed_ms_total": 4810.15,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/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_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..de0aecaf3e7b0bb76bd352105a4dd02fed481038
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:03:06.005363+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": 3091.01, "started_at": "2026-05-19T16:03:02.913588+00:00", "ended_at": "2026-05-19T16:03:06.004627+00:00", "prompt_metrics": {"chars": 6553, "bytes_utf8": 6553, "lines": 228, "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-f394-7243-8aef-fce36cf62cda\"}\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": "2026-05-19T16:03:40.157413+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": 33148.32, "started_at": "2026-05-19T16:03:07.006774+00:00", "ended_at": "2026-05-19T16:03:40.155131+00:00", "prompt_metrics": {"chars": 6553, "bytes_utf8": 6553, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1722, "bytes_utf8": 1722, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 12032, "output_tokens": 2135, "reasoning_output_tokens": 1531}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"c3\\\",\\n    CAST(\\\"c2\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c3\\\"\\n      ORDER BY CAST(\\\"c2\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"c3\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"c3\\\" IS NOT NULL\\n    AND \\\"c2\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n  SELECT DISTINCT\\n    \\\"c3\\\",\\n    (1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n    CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) AS \\\"lower_rn\\\",\\n    CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) + CASE\\n      WHEN (1.0 + (0.95 * (\\\"cnt\\\" - 1))) > CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) THEN 1\\n      ELSE 0\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    p.\\\"c3\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n    MAX(CASE WH"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..4cbb89f438c1cc790b3ae09e4a72b82678791bef
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_a98b856c922ba2ad",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 12032,
+  "output_tokens": 2135,
+  "total_tokens": 16320,
+  "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": 36239.33,
+  "sql_execution_elapsed_ms_total": 4810.15,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_a98b856c922ba2ad/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_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6388edf24a15814d0fa8b857ea60b797d9e3ea03
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/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=s2, measure_col=s1.
+Result preview: [{"s2": "1", "percentile_measure": 4.0}, {"s2": "2", "percentile_measure": 4.0}, {"s2": "3", "percentile_measure": 4.0}, {"s2": "4", "percentile_measure": 4.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a3922ce3c7eaeb0e4017d97c78d40357289b1ef4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/generated_sql.sql
@@ -0,0 +1,64 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_acee7e0b08a6e910
+-- problem_id: v2p_c10_e75959e27eff43ce
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "s2" AS "group_col",
+    CAST("s1" AS REAL) AS "measure_col",
+    ROW_NUMBER() OVER (
+      PARTITION BY "s2"
+      ORDER BY CAST("s1" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "s2"
+    ) AS "cnt"
+  FROM "c10"
+),
+"positions" AS (
+  SELECT DISTINCT
+    "group_col",
+    "cnt",
+    (1.0 + 0.9 * ("cnt" - 1)) AS "pos",
+    CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) < (1.0 + 0.9 * ("cnt" - 1))
+        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 "ordered"
+),
+"bounds" AS (
+  SELECT
+    p."group_col",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn",
+    MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_col" END) AS "lower_val",
+    MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure_col" END) AS "upper_val"
+  FROM "positions" p
+  JOIN "ordered" o
+    ON o."group_col" = p."group_col"
+  GROUP BY
+    p."group_col",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn"
+)
+SELECT
+  "group_col" AS "s2",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + ("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_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..36637120bf8366ebe23791d0daa4930f4dd469ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/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    \"s2\" AS \"group_col\",\n    CAST(\"s1\" AS REAL) AS \"measure_col\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"s2\"\n      ORDER BY CAST(\"s1\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"s2\"\n    ) AS \"cnt\"\n  FROM \"c10\"\n),\n\"positions\" AS (\n  SELECT DISTINCT\n    \"group_col\",\n    \"cnt\",\n    (1.0 + 0.9 * (\"cnt\" - 1)) AS \"pos\",\n    CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n    CASE\n      WHEN CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) < (1.0 + 0.9 * (\"cnt\" - 1))\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 \"ordered\"\n),\n\"bounds\" AS (\n  SELECT\n    p.\"group_col\",\n    p.\"pos\",\n    p.\"lower_rn\",\n    p.\"upper_rn\",\n    MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure_col\" END) AS \"lower_val\",\n    MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure_col\" END) AS \"upper_val\"\n  FROM \"positions\" p\n  JOIN \"ordered\" o\n    ON o.\"group_col\" = p.\"group_col\"\n  GROUP BY\n    p.\"group_col\",\n    p.\"pos\",\n    p.\"lower_rn\",\n    p.\"upper_rn\"\n)\nSELECT\n  \"group_col\" AS \"s2\",\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 \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"s2\\\" AS \\\"group_col\\\",\\n    CAST(\\\"s1\\\" AS REAL) AS \\\"measure_col\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"s2\\\"\\n      ORDER BY CAST(\\\"s1\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"s2\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n),\\n\\\"positions\\\" AS (\\n  SELECT DISTINCT\\n    \\\"group_col\\\",\\n    \\\"cnt\\\",\\n    (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n    CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n    CASE\\n      WHEN CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) < (1.0 + 0.9 * (\\\"cnt\\\" - 1))\\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 \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n  SELECT\\n    p.\\\"group_col\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_col\\\" END) AS \\\"lower_val\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure_col\\\" END) AS \\\"upper_val\\\"\\n  FROM \\\"positions\\\" p\\n  JOIN \\\"ordered\\\" o\\n    ON o.\\\"group_col\\\" = p.\\\"group_col\\\"\\n  GROUP BY\\n    p.\\\"group_col\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\"\\n)\\nSELECT\\n  \\\"group_col\\\" AS \\\"s2\\\",\\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 \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"s2\", \"percentile_measure\"], \"rows\": [{\"s2\": \"1\", \"percentile_measure\": 4.0}, {\"s2\": \"2\", \"percentile_measure\": 4.0}, {\"s2\": \"3\", \"percentile_measure\": 4.0}, {\"s2\": \"4\", \"percentile_measure\": 4.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4434.67}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..060f685b0acd88f15759df558e5de022f3b579e1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:59:18.155069+00:00",
+  "ended_at": "2026-05-19T15:59:40.655671+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_acee7e0b08a6e910",
+    "problem_id": "v2p_c10_e75959e27eff43ce",
+    "dataset_id": "c10",
+    "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=s2, measure_col=s1.",
+    "bindings": {
+      "group_col": "s2",
+      "measure_col": "s1",
+      "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": 2.98,
+      "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_a/c10/sql/v2q_c10_acee7e0b08a6e910.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_acee7e0b08a6e910",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 13696,
+    "output_tokens": 1138,
+    "total_tokens": 15323,
+    "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": 18048.48,
+    "sql_execution_elapsed_ms_total": 4434.67,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/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_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e99a2c415fa270290945683766c235132265e586
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:59:36.218968+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": 18048.48, "started_at": "2026-05-19T15:59:18.169482+00:00", "ended_at": "2026-05-19T15:59:36.217986+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1801, "bytes_utf8": 1801, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 13696, "output_tokens": 1138, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"s2\\\" AS \\\"group_col\\\",\\n    CAST(\\\"s1\\\" AS REAL) AS \\\"measure_col\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"s2\\\"\\n      ORDER BY CAST(\\\"s1\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"s2\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n),\\n\\\"positions\\\" AS (\\n  SELECT DISTINCT\\n    \\\"group_col\\\",\\n    \\\"cnt\\\",\\n    (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n    CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n    CASE\\n      WHEN CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) < (1.0 + 0.9 * (\\\"cnt\\\" - 1))\\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 \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n  SELECT\\n    p.\\\"group_col\\\",\\n    p.\\\"pos\\\",\\n    p.\\\"lower_rn\\\",\\n    p.\\\"upper_rn\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_col\\\" END) AS \\\"lower_val"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0aab472508bd63cb6722a0ecd1c6fbe8296ba51a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_acee7e0b08a6e910",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 13696,
+  "output_tokens": 1138,
+  "total_tokens": 15323,
+  "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": 18048.48,
+  "sql_execution_elapsed_ms_total": 4434.67,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_acee7e0b08a6e910/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_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..620444b5806fe56b1d233dcaf98e48e885cb1b23
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "3", "support": 256901, "support_share": 0.2506326767543731, "support_rank": 1}, {"value_label": "4", "support": 256531, "support_share": 0.25027170466629595, "support_rank": 2}, {"value_label": "1", "support": 256331, "support_share": 0.25007658461868665, "support_rank": 3}, {"value_label": "2", "support": 255247, "support_share": 0.2490190339606443, "support_rank": 4}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4c37e42bb19ddf060f879ee2d6d3a09ac2209e8b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_afc97ff02bf4e1e8
+-- problem_id: v2p_c10_d47b4099f2659050
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s3" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s3"
+)
+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_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..acc7a348a223cdb29274c3faef0fbe401cb2834d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/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_a\n-- sql_source_dataset_id: c10\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_c10_afc97ff02bf4e1e8\n-- problem_id: v2p_c10_d47b4099f2659050\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"s3\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"s3\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_afc97ff02bf4e1e8\\n-- problem_id: v2p_c10_d47b4099f2659050\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"s3\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s3\\\"\\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\": \"3\", \"support\": 256901, \"support_share\": 0.2506326767543731, \"support_rank\": 1}, {\"value_label\": \"4\", \"support\": 256531, \"support_share\": 0.25027170466629595, \"support_rank\": 2}, {\"value_label\": \"1\", \"support\": 256331, \"support_share\": 0.25007658461868665, \"support_rank\": 3}, {\"value_label\": \"2\", \"support\": 255247, \"support_share\": 0.2490190339606443, \"support_rank\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 430.22}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8305131209ebe58935d9bbbbd3578dccd94d82cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:45.512280+00:00",
+  "ended_at": "2026-05-19T16:12:45.943921+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_afc97ff02bf4e1e8",
+    "problem_id": "v2p_c10_d47b4099f2659050",
+    "dataset_id": "c10",
+    "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=s3.",
+    "bindings": {
+      "group_col": "s3"
+    },
+    "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_a/c10/sql/v2q_c10_afc97ff02bf4e1e8.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_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_afc97ff02bf4e1e8/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_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fbdd4d45959c858849f8f320e17a9a9612f45c9b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/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=s3, measure_col=s2.
+Result preview: [{"s3": "1", "percentile_measure": 4.0}, {"s3": "2", "percentile_measure": 4.0}, {"s3": "3", "percentile_measure": 4.0}, {"s3": "4", "percentile_measure": 4.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9dfd00753a3eb4e62c238bf7afd1bb1dc0b60d5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/generated_sql.sql
@@ -0,0 +1,70 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_b06c6844eaa06a7e
+-- problem_id: v2p_c10_19baac54382f55fc
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "s3",
+    CAST("s2" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "s3"
+      ORDER BY CAST("s2" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "s3"
+    ) AS "cnt"
+  FROM "c10"
+  WHERE "s3" IS NOT NULL
+    AND "s2" IS NOT NULL
+),
+"group_params" AS (
+  SELECT
+    "s3",
+    1.0 + 0.9 * (MAX("cnt") - 1) AS "pos",
+    CAST(1.0 + 0.9 * (MAX("cnt") - 1) AS INTEGER) AS "lo_rn"
+  FROM "ordered"
+  GROUP BY "s3"
+),
+"picked" AS (
+  SELECT
+    gp."s3",
+    gp."pos",
+    gp."lo_rn",
+    CASE
+      WHEN ABS(gp."pos" - gp."lo_rn") < 1e-12 THEN gp."lo_rn"
+      ELSE gp."lo_rn" + 1
+    END AS "hi_rn",
+    MAX(CASE WHEN o."rn" = gp."lo_rn" THEN o."measure_value" END) AS "lo_val",
+    MAX(
+      CASE
+        WHEN o."rn" = CASE
+          WHEN ABS(gp."pos" - gp."lo_rn") < 1e-12 THEN gp."lo_rn"
+          ELSE gp."lo_rn" + 1
+        END THEN o."measure_value"
+      END
+    ) AS "hi_val"
+  FROM "group_params" AS gp
+  JOIN "ordered" AS o
+    ON o."s3" = gp."s3"
+  GROUP BY
+    gp."s3",
+    gp."pos",
+    gp."lo_rn"
+)
+SELECT
+  "s3",
+  CASE
+    WHEN "lo_rn" = "hi_rn" THEN "lo_val"
+    ELSE "lo_val" + ("pos" - "lo_rn") * ("hi_val" - "lo_val")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8f92084e7ea1adfa64067a5520459c2aa268ba46
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/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    \"s3\",\n    CAST(\"s2\" AS REAL) AS \"measure_value\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"s3\"\n      ORDER BY CAST(\"s2\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"s3\"\n    ) AS \"cnt\"\n  FROM \"c10\"\n  WHERE \"s3\" IS NOT NULL\n    AND \"s2\" IS NOT NULL\n),\n\"group_params\" AS (\n  SELECT\n    \"s3\",\n    1.0 + 0.9 * (MAX(\"cnt\") - 1) AS \"pos\",\n    CAST(1.0 + 0.9 * (MAX(\"cnt\") - 1) AS INTEGER) AS \"lo_rn\"\n  FROM \"ordered\"\n  GROUP BY \"s3\"\n),\n\"picked\" AS (\n  SELECT\n    gp.\"s3\",\n    gp.\"pos\",\n    gp.\"lo_rn\",\n    CASE\n      WHEN ABS(gp.\"pos\" - gp.\"lo_rn\") < 1e-12 THEN gp.\"lo_rn\"\n      ELSE gp.\"lo_rn\" + 1\n    END AS \"hi_rn\",\n    MAX(CASE WHEN o.\"rn\" = gp.\"lo_rn\" THEN o.\"measure_value\" END) AS \"lo_val\",\n    MAX(\n      CASE\n        WHEN o.\"rn\" = CASE\n          WHEN ABS(gp.\"pos\" - gp.\"lo_rn\") < 1e-12 THEN gp.\"lo_rn\"\n          ELSE gp.\"lo_rn\" + 1\n        END THEN o.\"measure_value\"\n      END\n    ) AS \"hi_val\"\n  FROM \"group_params\" AS gp\n  JOIN \"ordered\" AS o\n    ON o.\"s3\" = gp.\"s3\"\n  GROUP BY\n    gp.\"s3\",\n    gp.\"pos\",\n    gp.\"lo_rn\"\n)\nSELECT\n  \"s3\",\n  CASE\n    WHEN \"lo_rn\" = \"hi_rn\" THEN \"lo_val\"\n    ELSE \"lo_val\" + (\"pos\" - \"lo_rn\") * (\"hi_val\" - \"lo_val\")\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    \\\"s3\\\",\\n    CAST(\\\"s2\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"s3\\\"\\n      ORDER BY CAST(\\\"s2\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"s3\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"s3\\\" IS NOT NULL\\n    AND \\\"s2\\\" IS NOT NULL\\n),\\n\\\"group_params\\\" AS (\\n  SELECT\\n    \\\"s3\\\",\\n    1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1) AS \\\"pos\\\",\\n    CAST(1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1) AS INTEGER) AS \\\"lo_rn\\\"\\n  FROM \\\"ordered\\\"\\n  GROUP BY \\\"s3\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    gp.\\\"s3\\\",\\n    gp.\\\"pos\\\",\\n    gp.\\\"lo_rn\\\",\\n    CASE\\n      WHEN ABS(gp.\\\"pos\\\" - gp.\\\"lo_rn\\\") < 1e-12 THEN gp.\\\"lo_rn\\\"\\n      ELSE gp.\\\"lo_rn\\\" + 1\\n    END AS \\\"hi_rn\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = gp.\\\"lo_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lo_val\\\",\\n    MAX(\\n      CASE\\n        WHEN o.\\\"rn\\\" = CASE\\n          WHEN ABS(gp.\\\"pos\\\" - gp.\\\"lo_rn\\\") < 1e-12 THEN gp.\\\"lo_rn\\\"\\n          ELSE gp.\\\"lo_rn\\\" + 1\\n        END THEN o.\\\"measure_value\\\"\\n      END\\n    ) AS \\\"hi_val\\\"\\n  FROM \\\"group_params\\\" AS gp\\n  JOIN \\\"ordered\\\" AS o\\n    ON o.\\\"s3\\\" = gp.\\\"s3\\\"\\n  GROUP BY\\n    gp.\\\"s3\\\",\\n    gp.\\\"pos\\\",\\n    gp.\\\"lo_rn\\\"\\n)\\nSELECT\\n  \\\"s3\\\",\\n  CASE\\n    WHEN \\\"lo_rn\\\" = \\\"hi_rn\\\" THEN \\\"lo_val\\\"\\n    ELSE \\\"lo_val\\\" + (\\\"pos\\\" - \\\"lo_rn\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"s3\", \"percentile_measure\"], \"rows\": [{\"s3\": \"1\", \"percentile_measure\": 4.0}, {\"s3\": \"2\", \"percentile_measure\": 4.0}, {\"s3\": \"3\", \"percentile_measure\": 4.0}, {\"s3\": \"4\", \"percentile_measure\": 4.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4136.58}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..95f362456f2852293d487e29871b578b7c256f99
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:01:24.230378+00:00",
+  "ended_at": "2026-05-19T16:02:18.129311+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_b06c6844eaa06a7e",
+    "problem_id": "v2p_c10_19baac54382f55fc",
+    "dataset_id": "c10",
+    "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=s3, measure_col=s2.",
+    "bindings": {
+      "group_col": "s3",
+      "measure_col": "s2",
+      "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": 2.98,
+      "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_a/c10/sql/v2q_c10_b06c6844eaa06a7e.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_b06c6844eaa06a7e",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 12032,
+    "output_tokens": 2969,
+    "total_tokens": 17154,
+    "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": 48741.57,
+    "sql_execution_elapsed_ms_total": 4136.58,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/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_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0810674c5fd4eb720a14d3f54afd0cbfd49ddf95
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:01:27.477394+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": 3231.72, "started_at": "2026-05-19T16:01:24.244973+00:00", "ended_at": "2026-05-19T16:01:27.476713+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "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\":\"019e40f8-720c-7812-8447-ca0f31aafa2b\"}\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": "2026-05-19T16:02:13.989965+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": 45509.85, "started_at": "2026-05-19T16:01:28.478745+00:00", "ended_at": "2026-05-19T16:02:13.988637+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1717, "bytes_utf8": 1717, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 12032, "output_tokens": 2969, "reasoning_output_tokens": 2367}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"s3\\\",\\n    CAST(\\\"s2\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"s3\\\"\\n      ORDER BY CAST(\\\"s2\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"s3\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"s3\\\" IS NOT NULL\\n    AND \\\"s2\\\" IS NOT NULL\\n),\\n\\\"group_params\\\" AS (\\n  SELECT\\n    \\\"s3\\\",\\n    1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1) AS \\\"pos\\\",\\n    CAST(1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1) AS INTEGER) AS \\\"lo_rn\\\"\\n  FROM \\\"ordered\\\"\\n  GROUP BY \\\"s3\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    gp.\\\"s3\\\",\\n    gp.\\\"pos\\\",\\n    gp.\\\"lo_rn\\\",\\n    CASE\\n      WHEN ABS(gp.\\\"pos\\\" - gp.\\\"lo_rn\\\") < 1e-12 THEN gp.\\\"lo_rn\\\"\\n      ELSE gp.\\\"lo_rn\\\" + 1\\n    END AS \\\"hi_rn\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = gp.\\\"lo_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lo_val\\\",\\n    MAX(\\n      CASE\\n        WHEN o.\\\"rn\\\" = CASE\\n          WHEN ABS(gp.\\\"pos\\\" - gp.\\\"lo_rn\\\") < 1e"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..15d98cbdfa0855ce8f5b543317918e13b216a7e4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_b06c6844eaa06a7e",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 12032,
+  "output_tokens": 2969,
+  "total_tokens": 17154,
+  "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": 48741.57,
+  "sql_execution_elapsed_ms_total": 4136.58,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b06c6844eaa06a7e/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_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e8059fe17af9d0a83fc07013b2c4214c9a3911b5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/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=s1, measure_col=c4.
+Result preview: [{"s1": "3", "group_value": 1801338.0}, {"s1": "1", "group_value": 1792617.0}, {"s1": "4", "group_value": 1792184.0}, {"s1": "2", "group_value": 1789790.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..90a0b8ba6646f68ff21cdbe62619264ac7566f2a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_b0c331e4e07d5956
+-- problem_id: v2p_c10_f0154b5d7b0adaad
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s1", SUM(CAST("c4" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "s1"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."s1", 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_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7e1e9517b2492c313f7c530f9e7e31236021cd71
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/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 \"s1\", SUM(CAST(\"c4\" AS REAL)) AS group_value\n    FROM \"c10\"\n    GROUP BY \"s1\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"s1\", 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 \\\"s1\\\", SUM(CAST(\\\"c4\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s1\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"s1\\\", 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\": [\"s1\", \"group_value\"], \"rows\": [{\"s1\": \"3\", \"group_value\": 1801338.0}, {\"s1\": \"1\", \"group_value\": 1792617.0}, {\"s1\": \"4\", \"group_value\": 1792184.0}, {\"s1\": \"2\", \"group_value\": 1789790.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 502.27}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..850e41ee4913253c1eb1603d02988f3f6e1c4e50
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:50:18.177426+00:00",
+  "ended_at": "2026-05-19T15:50:29.970690+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_b0c331e4e07d5956",
+    "problem_id": "v2p_c10_f0154b5d7b0adaad",
+    "dataset_id": "c10",
+    "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=s1, measure_col=c4.",
+    "bindings": {
+      "group_col": "s1",
+      "measure_col": "c4",
+      "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": 10.0,
+      "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=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_a/c10/sql/v2q_c10_b0c331e4e07d5956.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_b0c331e4e07d5956",
+    "api_calls": 0,
+    "input_tokens": 14285,
+    "cached_input_tokens": 13696,
+    "output_tokens": 466,
+    "total_tokens": 14751,
+    "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": 11273.84,
+    "sql_execution_elapsed_ms_total": 502.27,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/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_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8c16c77331632b8f41411b65383c870429effe3b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:50:29.465386+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": 11273.84, "started_at": "2026-05-19T15:50:18.190664+00:00", "ended_at": "2026-05-19T15:50:29.464541+00:00", "prompt_metrics": {"chars": 6926, "bytes_utf8": 6926, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 602, "bytes_utf8": 602, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14285, "cached_input_tokens": 13696, "output_tokens": 466, "reasoning_output_tokens": 294}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"s1\\\", SUM(CAST(\\\"c4\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s1\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"s1\\\", 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 Relative-to-Total Extreme Threshold template with group_col=\\\"s1\\\" and measure_col=\\\"c4\\\". CAST(\\\"c4\\\" AS REAL) is used because the SQLite schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c52da47adb2397a75f97bc224cbb695a2d717393
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_b0c331e4e07d5956",
+  "api_calls": 0,
+  "input_tokens": 14285,
+  "cached_input_tokens": 13696,
+  "output_tokens": 466,
+  "total_tokens": 14751,
+  "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": 11273.84,
+  "sql_execution_elapsed_ms_total": 502.27,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b0c331e4e07d5956/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_a/c10/artifacts/v2q_c10_b2c5568e0628177b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..570aec94d6ee898c8210e742ba385a9c815c8ed8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/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=s3.
+Result preview: [{"empirical_cdf_at_threshold": 0.7497282953337041}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6f9af60e712193ecd6ba6660853465c89bb02d13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/generated_sql.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_b2c5568e0628177b
+-- problem_id: v2p_c10_850697e9133785bb
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("s3" AS REAL) <= 3.25 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "c10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..edab015a9439711c47826b6d91815f62f3c3bd66
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/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_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"s3\" AS REAL) <= 3.25 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c10\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"s3\\\" AS REAL) <= 3.25 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c10\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7497282953337041}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 108.11}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3636b2db63dd881c8d4760908b734edd9b96335b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:07:22.055908+00:00",
+  "ended_at": "2026-05-19T16:07:37.646820+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_b2c5568e0628177b",
+    "problem_id": "v2p_c10_850697e9133785bb",
+    "dataset_id": "c10",
+    "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=s3.",
+    "bindings": {
+      "measure_col": "s3",
+      "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": 3.25,
+      "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=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_a/c10/sql/v2q_c10_b2c5568e0628177b.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_b2c5568e0628177b",
+    "api_calls": 0,
+    "input_tokens": 14137,
+    "cached_input_tokens": 12032,
+    "output_tokens": 307,
+    "total_tokens": 14444,
+    "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": 14465.16,
+    "sql_execution_elapsed_ms_total": 108.11,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/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_a/c10/artifacts/v2q_c10_b2c5568e0628177b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9dc9e533ab086b05b838eb1287008b67efba8e3d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:07:27.114304+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": 5044.12, "started_at": "2026-05-19T16:07:22.069336+00:00", "ended_at": "2026-05-19T16:07:27.113490+00:00", "prompt_metrics": {"chars": 6320, "bytes_utf8": 6320, "lines": 226, "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-e7e5-70d2-8146-63d0a9051318\"}\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": "2026-05-19T16:07:37.537164+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": 9421.04, "started_at": "2026-05-19T16:07:28.115200+00:00", "ended_at": "2026-05-19T16:07:37.536282+00:00", "prompt_metrics": {"chars": 6320, "bytes_utf8": 6320, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14137, "cached_input_tokens": 12032, "output_tokens": 307, "reasoning_output_tokens": 201}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"s3\\\" AS REAL) <= 3.25 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c10\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"s3\\\" and threshold 3.25. Cast \\\"s3\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1b734d1471ab474471445676935c8f23a26d8a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_b2c5568e0628177b",
+  "api_calls": 0,
+  "input_tokens": 14137,
+  "cached_input_tokens": 12032,
+  "output_tokens": 307,
+  "total_tokens": 14444,
+  "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": 14465.16,
+  "sql_execution_elapsed_ms_total": 108.11,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b2c5568e0628177b/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_a/c10/artifacts/v2q_c10_b5b0c0ce281e4b72/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b5b0c0ce281e4b72/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2eeb529515306285e941114d439ab771b5c4b91
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b5b0c0ce281e4b72/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:35:25.787623+00:00",
+  "ended_at": "2026-05-19T15:37:25.905447+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_b5b0c0ce281e4b72",
+    "problem_id": "v2p_c10_8c845cb9c61760fe",
+    "dataset_id": "c10",
+    "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=c3, measure_col=c4.",
+    "bindings": {
+      "group_col": "c3",
+      "measure_col": "c4",
+      "item_col": "s4",
+      "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": 10.0,
+      "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=1/2",
+      "binding_index=27"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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": "Command 'codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -' timed out after 120 seconds"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b9d05456b6298989/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b9d05456b6298989/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..96387ad4afe1d685bccda66a921124c3a5711692
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b9d05456b6298989/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:01:17.127834+00:00",
+  "ended_at": "2026-05-19T16:01:24.229975+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_b9d05456b6298989",
+    "problem_id": "v2p_c10_abd80e1a237722c0",
+    "dataset_id": "c10",
+    "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=s3, measure_col=s2.",
+    "bindings": {
+      "group_col": "s3",
+      "measure_col": "s2",
+      "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": 3.25,
+      "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 {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=1/2",
+      "binding_index=92"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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",
+  "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_a/c10/artifacts/v2q_c10_b9d05456b6298989/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b9d05456b6298989/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..515e182c9550e6e42411ba0d31f7092cdc9a9f5f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_b9d05456b6298989/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:01:20.143473+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": 2997.4, "started_at": "2026-05-19T16:01:17.145143+00:00", "ended_at": "2026-05-19T16:01:20.142572+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "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\":\"019e40f8-5677-7593-bc52-fc2f47247836\"}\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": "2026-05-19T16:01:24.229861+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": 3084.37, "started_at": "2026-05-19T16:01:21.144373+00:00", "ended_at": "2026-05-19T16:01:24.228776+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "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\":\"019e40f8-6621-7ea3-b905-954ac4c08ac1\"}\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_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..14d3d117531b632ad5e99ab80494188fa6dd71db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:07:00.676817+00:00",
+  "ended_at": "2026-05-19T16:07:09.308984+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_ba3420d09cda5a1c",
+    "problem_id": "v2p_c10_42752342e97102c1",
+    "dataset_id": "c10",
+    "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=s2.",
+    "bindings": {
+      "measure_col": "s2",
+      "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": 3.25,
+      "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=5",
+      "sql_variant_index=1/1",
+      "binding_index=112"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "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",
+  "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_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e6b00336906aea90cd5057be2c783c2b15f1098f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba3420d09cda5a1c/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:07:03.825526+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": 3134.5, "started_at": "2026-05-19T16:07:00.690272+00:00", "ended_at": "2026-05-19T16:07:03.824801+00:00", "prompt_metrics": {"chars": 6320, "bytes_utf8": 6320, "lines": 226, "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-945b-72b2-ad86-a16e692ca436\"}\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": "2026-05-19T16:07:09.308870+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": 4481.33, "started_at": "2026-05-19T16:07:04.826405+00:00", "ended_at": "2026-05-19T16:07:09.307771+00:00", "prompt_metrics": {"chars": 6320, "bytes_utf8": 6320, "lines": 226, "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-a475-7651-a184-de5b9c039e31\"}\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_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ac3e5ffad9102a65719326fe189f9c382963da8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/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=s3, measure_col=s3.
+Result preview: [{"s3": "4", "total_measure": 1026124}, {"s3": "3", "total_measure": 770703}, {"s3": "2", "total_measure": 510494}, {"s3": "1", "total_measure": 256331}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3c2397457513a96e509105f50677650d390c4b6d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_ba8cf43a42128a91
+-- problem_id: v2p_c10_3663d741630d026b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s3", SUM(CAST("s3" AS INTEGER)) AS total_measure
+FROM "c10"
+GROUP BY "s3"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..62494ed2ad6647c4d80af77f5abb7b890240c29b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/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 \"s3\", SUM(CAST(\"s3\" AS INTEGER)) AS total_measure\nFROM \"c10\"\nGROUP BY \"s3\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum.\\nSELECT \\\"s3\\\", SUM(CAST(\\\"s3\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s3\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"s3\", \"total_measure\"], \"rows\": [{\"s3\": \"4\", \"total_measure\": 1026124}, {\"s3\": \"3\", \"total_measure\": 770703}, {\"s3\": \"2\", \"total_measure\": 510494}, {\"s3\": \"1\", \"total_measure\": 256331}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 451.78}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d8009993a032bb577ab9c66879c662582d30fe4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:30:05.047380+00:00",
+  "ended_at": "2026-05-19T15:30:26.237397+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_ba8cf43a42128a91",
+    "problem_id": "v2p_c10_3663d741630d026b",
+    "dataset_id": "c10",
+    "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_conditional_contrast",
+    "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=s3, measure_col=s3.",
+    "bindings": {
+      "group_col": "s3",
+      "measure_col": "s3",
+      "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": 2.98,
+      "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=5",
+      "sql_variant_index=2/2",
+      "binding_index=4"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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_a/c10/sql/v2q_c10_ba8cf43a42128a91.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_ba8cf43a42128a91",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 13696,
+    "output_tokens": 339,
+    "total_tokens": 14486,
+    "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": 20714.19,
+    "sql_execution_elapsed_ms_total": 451.78,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/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_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8da3d66497eec4b2292af8f9e53142f7583a98a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:30:25.780499+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": 20714.19, "started_at": "2026-05-19T15:30:05.064738+00:00", "ended_at": "2026-05-19T15:30:25.778968+00:00", "prompt_metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 13696, "output_tokens": 339, "reasoning_output_tokens": 233}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT \\\"s3\\\", SUM(CAST(\\\"s3\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s3\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"s3\\\" and measure_col=\\\"s3\\\". Cast \\\"s3\\\" to INTEGER because the schema stores numeric-discrete fields as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..bff48711aa141e184db6decb1d5fc0022a90469f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_ba8cf43a42128a91",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 13696,
+  "output_tokens": 339,
+  "total_tokens": 14486,
+  "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": 20714.19,
+  "sql_execution_elapsed_ms_total": 451.78,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ba8cf43a42128a91/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_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c4fd087ea68ebcfab516c5b0f8f465e22e8ab1d4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/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=c5, measure_col=c1.
+Result preview: [{"c5": "1", "class": "0", "total_measure": 296409.0, "share_within_group": 52.869001583881506}, {"c5": "2", "class": "0", "total_measure": 296479.0, "share_within_group": 52.48066132087161}, {"c5": "3", "class": "0", "total_measure": 293346.0, "share_within_group": 52.11241583912171}, {"c5": "4", "class": "0", "total_measure": 288791.0, "share_within_group": 51.63510295158879}, {"c5": "5", "class": "0", "total_measure": 282810.0, "share_within_group": 51.09097412662454}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7fc4c0bba8a0575532cbba289bde6a41f8dbe372
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_bb8f5a980d1c2414
+-- problem_id: v2p_c10_9be5345c3a4c2c05
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c5", "class",
+       SUM(CAST("c1" AS REAL)) AS total_measure,
+       SUM(CAST("c1" AS REAL)) * 100.0 / SUM(SUM(CAST("c1" AS REAL))) OVER (PARTITION BY "c5") AS share_within_group
+FROM "c10"
+GROUP BY "c5", "class"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d403d8b01b1339b9700ec8c21caa0a2633297435
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/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 \"c5\", \"class\",\n       SUM(CAST(\"c1\" AS REAL)) AS total_measure,\n       SUM(CAST(\"c1\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"c1\" AS REAL))) OVER (PARTITION BY \"c5\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"c5\", \"class\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"c5\\\", \\\"class\\\",\\n       SUM(CAST(\\\"c1\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"c1\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c1\\\" AS REAL))) OVER (PARTITION BY \\\"c5\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c5\\\", \\\"class\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"c5\", \"class\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"c5\": \"1\", \"class\": \"0\", \"total_measure\": 296409.0, \"share_within_group\": 52.869001583881506}, {\"c5\": \"2\", \"class\": \"0\", \"total_measure\": 296479.0, \"share_within_group\": 52.48066132087161}, {\"c5\": \"3\", \"class\": \"0\", \"total_measure\": 293346.0, \"share_within_group\": 52.11241583912171}, {\"c5\": \"4\", \"class\": \"0\", \"total_measure\": 288791.0, \"share_within_group\": 51.63510295158879}, {\"c5\": \"5\", \"class\": \"0\", \"total_measure\": 282810.0, \"share_within_group\": 51.09097412662454}, {\"c5\": \"6\", \"class\": \"0\", \"total_measure\": 278182.0, \"share_within_group\": 50.29488231827041}, {\"c5\": \"7\", \"class\": \"0\", \"total_measure\": 274202.0, \"share_within_group\": 50.018971316828285}, {\"c5\": \"8\", \"class\": \"0\", \"total_measure\": 274000.0, \"share_within_group\": 49.53206658989799}, {\"c5\": \"9\", \"class\": \"0\", \"total_measure\": 266988.0, \"share_within_group\": 48.61008950484666}, {\"c5\": \"11\", \"class\": \"0\", \"total_measure\": 261773.0, \"share_within_group\": 48.42670958551859}, {\"c5\": \"10\", \"class\": \"0\", \"total_measure\": 263938.0, \"share_within_group\": 48.289703826760245}, {\"c5\": \"12\", \"class\": \"0\", \"total_measure\": 257069.0, \"share_within_group\": 47.57541547914276}, {\"c5\": \"13\", \"class\": \"0\", \"total_measure\": 255724.0, \"share_within_group\": 47.32387068119992}, {\"c5\": \"13\", \"class\": \"1\", \"total_measure\": 236962.0, \"share_within_group\": 43.851805244554654}, {\"c5\": \"12\", \"class\": \"1\", \"total_measure\": 236055.0, \"share_within_group\": 43.6863826479624}, {\"c5\": \"10\", \"class\": \"1\", \"total_measure\": 236680.0, \"share_within_group\": 43.30262069773058}, {\"c5\": \"9\", \"class\": \"1\", \"total_measure\": 236153.0, \"share_within_group\": 42.99600905972573}, {\"c5\": \"11\", \"class\": \"1\", \"total_measure\": 232287.0, \"share_within_group\": 42.97194550045786}, {\"c5\": \"8\", \"class\": \"1\", \"total_measure\": 235798.0, \"share_within_group\": 42.626139553886006}, {\"c5\": \"7\", \"class\": \"1\", \"total_measure\": 231051.0, \"share_within_group\": 42.147516581660575}, {\"c5\": \"6\", \"class\": \"1\", \"total_measure\": 232551.0, \"share_within_group\": 42.044866950399744}, {\"c5\": \"5\", \"class\": \"1\", \"total_measure\": 231724.0, \"share_within_group\": 41.86204479515556}, {\"c5\": \"4\", \"class\": \"1\", \"total_measure\": 232563.0, \"share_within_group\": 41.58167826466318}, {\"c5\": \"3\", \"class\": \"1\", \"total_measure\": 231863.0, \"share_within_group\": 41.1900659075163}, {\"c5\": \"2\", \"class\": \"1\", \"total_measure\": 232095.0, \"share_within_group\": 41.083851096596035}, {\"c5\": \"1\", \"class\": \"1\", \"total_measure\": 228259.0, \"share_within_group\": 40.71342446597509}, {\"c5\": \"13\", \"class\": \"2\", \"total_measure\": 29285.0, \"share_within_group\": 5.419434831689398}, {\"c5\": \"12\", \"class\": \"2\", \"total_measure\": 28779.0, \"share_within_group\": 5.326090979753489}, {\"c5\": \"11\", \"class\": \"2\", \"total_measure\": 27582.0, \"share_within_group\": 5.1025335072286815}, {\"c5\": \"9\", \"class\": \"2\", \"total_measure\": 27908.0, \"share_within_group\": 5.0811661119648095}, {\"c5\": \"10\", \"class\": \"2\", \"total_measure\": 27499.0, \"share_within_group\": 5.031176130500648}, {\"c5\": \"6\", \"class\": \"2\", \"total_measure\": 26600.0, \"share_within_group\": 4.809239525440154}, {\"c5\": \"7\", \"class\": \"2\", \"total_measure\": 26108.0, \"share_within_group\": 4.762530189932068}, {\"c5\": \"8\", \"class\": \"2\", \"total_measure\": 25992.0, \"share_within_group\": 4.698676915345359}, {\"c5\": \"5\", \"class\": \"2\", \"total_measure\": 24533.0, \"share_within_group\": 4.4320033529524405}, {\"c5\": \"4\", \"class\": \"2\", \"total_measure\": 24478.0, \"share_within_group\": 4.376604707380045}, {\"c5\": \"3\", \"class\": \"2\", \"total_measure\": 24421.0, \"share_within_group\": 4.338348936774973}, {\"c5\": \"2\", \"class\": \"2\", \"total_measure\": 24077.0, \"share_within_group\": 4.261943957658471}, {\"c5\": \"1\", \"class\": \"2\", \"total_measure\": 23714.0, \"share_within_group\": 4.229748433954995}, {\"c5\": \"13\", \"class\": \"3\", \"total_measure\": 14833.0, \"share_within_group\": 2.7449710383626034}, {\"c5\": \"12\", \"class\": \"3\", \"total_measure\": 13695.0, \"share_within_group\": 2.534515305178221}, {\"c5\": \"11\", \"class\": \"3\", \"total_measure\": 13594.0, \"share_within_group\": 2.514822728492013}, {\"c5\": \"10\", \"class\": \"3\", \"total_measure\": 12533.0, \"share_within_group\": 2.2930190350036224}, {\"c5\": \"9\", \"class\": \"3\", \"total_measure\": 12252.0, \"share_within_group\": 2.2307025657085013}, {\"c5\": \"7\", \"class\": \"3\", \"total_measure\": 12007.0, \"share_within_group\": 2.190275011127407}, {\"c5\": \"8\", \"class\": \"3\", \"total_measure\": 11845.0, \"share_within_group\": 2.141267623201977}, {\"c5\": \"6\", \"class\": \"3\", \"total_measure\": 11269.0, \"share_within_group\": 2.0374180530896653}, {\"c5\": \"5\", \"class\": \"3\", \"total_measure\": 10553.0, \"share_within_group\": 1.9064497364246977}, {\"c5\": \"3\", \"class\": \"3\", \"total_measure\": 10536.0, \"share_within_group\": 1.8717024035813896}, {\"c5\": \"4\", \"class\": \"3\", \"total_measure\": 10261.0, \"share_within_group\": 1.8346409389013252}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 961.86}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ef3036a1cf89ac018154fdc0fbd06b85997143a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:39:19.084583+00:00",
+  "ended_at": "2026-05-19T15:39:32.605880+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_bb8f5a980d1c2414",
+    "problem_id": "v2p_c10_9be5345c3a4c2c05",
+    "dataset_id": "c10",
+    "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=c5, measure_col=c1.",
+    "bindings": {
+      "group_col": "c5",
+      "measure_col": "c1",
+      "item_col": "class",
+      "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": 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",
+      "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=1/2",
+      "binding_index=31"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_bb8f5a980d1c2414.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_bb8f5a980d1c2414",
+    "api_calls": 0,
+    "input_tokens": 14264,
+    "cached_input_tokens": 12032,
+    "output_tokens": 679,
+    "total_tokens": 14943,
+    "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": 12539.02,
+    "sql_execution_elapsed_ms_total": 961.86,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/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_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a5f231775c2044990464f70ce6377f828b00a646
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:39:31.639361+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": 12539.02, "started_at": "2026-05-19T15:39:19.099401+00:00", "ended_at": "2026-05-19T15:39:31.638448+00:00", "prompt_metrics": {"chars": 6772, "bytes_utf8": 6772, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 524, "bytes_utf8": 524, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14264, "cached_input_tokens": 12032, "output_tokens": 679, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"c5\\\", \\\"class\\\",\\n       SUM(CAST(\\\"c1\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"c1\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c1\\\" AS REAL))) OVER (PARTITION BY \\\"c5\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c5\\\", \\\"class\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"c5\\\", item_col=\\\"class\\\", and measure_col=\\\"c1\\\". CAST is applied because the schema stores \\\"c1\\\" as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..cbc5232e4ccde3eba7016d3331de7699b141b788
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_bb8f5a980d1c2414",
+  "api_calls": 0,
+  "input_tokens": 14264,
+  "cached_input_tokens": 12032,
+  "output_tokens": 679,
+  "total_tokens": 14943,
+  "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": 12539.02,
+  "sql_execution_elapsed_ms_total": 961.86,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bb8f5a980d1c2414/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_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c27fa8e2d513b59df6d52f786e665d78f6ed1076
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/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=class.
+Result preview: [{"class": "9", "support": 8}, {"class": "8", "support": 17}, {"class": "7", "support": 236}, {"class": "6", "support": 1460}, {"class": "5", "support": 2050}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f29e1f52277d80422cd7f6fbe676c349f3759ed3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/generated_sql.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_bdcb3d3f268ec55f
+-- problem_id: v2p_c10_f301b21f06460ab4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "class",
+    COUNT(*) AS support
+FROM "c10"
+GROUP BY "class"
+ORDER BY support ASC, "class"
+LIMIT 15;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b645d23baddd306df2ef6bf37fadc18bc1c41d72
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/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    \"class\",\n    COUNT(*) AS support\nFROM \"c10\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"class\\\",\\n    COUNT(*) AS support\\nFROM \\\"c10\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 15;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"9\", \"support\": 8}, {\"class\": \"8\", \"support\": 17}, {\"class\": \"7\", \"support\": 236}, {\"class\": \"6\", \"support\": 1460}, {\"class\": \"5\", \"support\": 2050}, {\"class\": \"4\", \"support\": 3978}, {\"class\": \"3\", \"support\": 21634}, {\"class\": \"2\", \"support\": 48828}, {\"class\": \"1\", \"support\": 433097}, {\"class\": \"0\", \"support\": 513702}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 397.37}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f601f81a01eb49d54b1e590eb65c8a95d5b108cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:08:06.520931+00:00",
+  "ended_at": "2026-05-19T16:08:17.042723+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_bdcb3d3f268ec55f",
+    "problem_id": "v2p_c10_f301b21f06460ab4",
+    "dataset_id": "c10",
+    "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=class.",
+    "bindings": {
+      "group_col": "class",
+      "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": 3.25,
+      "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=1",
+      "sql_variant_index=2/2",
+      "binding_index=120"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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_a/c10/sql/v2q_c10_bdcb3d3f268ec55f.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_bdcb3d3f268ec55f",
+    "api_calls": 0,
+    "input_tokens": 14156,
+    "cached_input_tokens": 12032,
+    "output_tokens": 178,
+    "total_tokens": 14334,
+    "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": 10106.4,
+    "sql_execution_elapsed_ms_total": 397.37,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/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_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..702667337700f2b3bf4ba565842cef58446a58ed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:08:16.643026+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": 10106.4, "started_at": "2026-05-19T16:08:06.535662+00:00", "ended_at": "2026-05-19T16:08:16.642093+00:00", "prompt_metrics": {"chars": 6380, "bytes_utf8": 6380, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 311, "bytes_utf8": 311, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14156, "cached_input_tokens": 12032, "output_tokens": 178, "reasoning_output_tokens": 88}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"class\\\",\\n    COUNT(*) AS support\\nFROM \\\"c10\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 15;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"class\\\" on the single table \\\"c10\\\".\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..134abbeeff9267af3f2d76b66c427aad0de70fb8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_bdcb3d3f268ec55f",
+  "api_calls": 0,
+  "input_tokens": 14156,
+  "cached_input_tokens": 12032,
+  "output_tokens": 178,
+  "total_tokens": 14334,
+  "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": 10106.4,
+  "sql_execution_elapsed_ms_total": 397.37,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bdcb3d3f268ec55f/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_a/c10/artifacts/v2q_c10_be136feed7ec761a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bcf37343373c957a92b10f128470c670df64fbc0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/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=s4, measure_col=s4.
+Result preview: [{"s4": "4", "total_measure": 1023264}, {"s4": "3", "total_measure": 770742}, {"s4": "2", "total_measure": 513060}, {"s4": "1", "total_measure": 255750}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..176343a045b77754cc6a7e48f11ac92f0c92d47f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_be136feed7ec761a
+-- problem_id: v2p_c10_05eb3b08974ecb6c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s4", SUM(CAST("s4" AS INTEGER)) AS total_measure
+FROM "c10"
+GROUP BY "s4"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4194834ba48d38044480672860733bc6b064db57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/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 \"s4\", SUM(CAST(\"s4\" AS INTEGER)) AS total_measure\nFROM \"c10\"\nGROUP BY \"s4\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s4\\\", SUM(CAST(\\\"s4\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s4\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"s4\", \"total_measure\"], \"rows\": [{\"s4\": \"4\", \"total_measure\": 1023264}, {\"s4\": \"3\", \"total_measure\": 770742}, {\"s4\": \"2\", \"total_measure\": 513060}, {\"s4\": \"1\", \"total_measure\": 255750}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 436.85}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..702a6194d4275f2e96ce11f707b10423ffc2fb75
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:30:49.758359+00:00",
+  "ended_at": "2026-05-19T15:31:01.414260+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_be136feed7ec761a",
+    "problem_id": "v2p_c10_05eb3b08974ecb6c",
+    "dataset_id": "c10",
+    "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=s4, measure_col=s4.",
+    "bindings": {
+      "group_col": "s4",
+      "measure_col": "s4",
+      "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": 3.25,
+      "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 {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_a/c10/sql/v2q_c10_be136feed7ec761a.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_be136feed7ec761a",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 476,
+    "total_tokens": 14623,
+    "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": 11203.42,
+    "sql_execution_elapsed_ms_total": 436.85,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/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_a/c10/artifacts/v2q_c10_be136feed7ec761a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4df7a07e64cfe6dfcc1b82a396290df343a3a293
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:31:00.975517+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": 11203.42, "started_at": "2026-05-19T15:30:49.771199+00:00", "ended_at": "2026-05-19T15:31:00.974646+00:00", "prompt_metrics": {"chars": 6371, "bytes_utf8": 6371, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 476, "reasoning_output_tokens": 375}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s4\\\", SUM(CAST(\\\"s4\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s4\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the planned grouped-sum template with group_col=\\\"s4\\\" and measure_col=\\\"s4\\\". CAST is used because the schema stores these numeric-discrete fields as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6beb8726f85de48d95f3bff7e130e4d2c0211c09
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_be136feed7ec761a",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 476,
+  "total_tokens": 14623,
+  "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": 11203.42,
+  "sql_execution_elapsed_ms_total": 436.85,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_be136feed7ec761a/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_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f2cedb11bcb92e9954bf5e5d8c4dc62a476394f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/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=s1, condition_col=s2.
+Result preview: [{"s1": "2", "condition_ratio": 1.085690972973873}, {"s1": "4", "condition_ratio": 1.010904455468354}, {"s1": "3", "condition_ratio": 0.9998932617678901}, {"s1": "1", "condition_ratio": 0.9226150254929664}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..91cdcbf8fb0869f4a770093dfe646c93e3349efe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_bfb8e7abdf0ba560
+-- problem_id: v2p_c10_b0c89eff8fef9773
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT
+        "s1",
+        SUM(CASE WHEN "s2" = '1' THEN 1 ELSE 0 END) AS "numerator_count",
+        SUM(CASE WHEN "s2" = '2' THEN 1 ELSE 0 END) AS "denominator_count"
+    FROM "c10"
+    GROUP BY "s1"
+)
+SELECT
+    "s1",
+    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_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..51aa9c4cccf30f26b9079641927c9ea54362f835
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/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\n        \"s1\",\n        SUM(CASE WHEN \"s2\" = '1' THEN 1 ELSE 0 END) AS \"numerator_count\",\n        SUM(CASE WHEN \"s2\" = '2' THEN 1 ELSE 0 END) AS \"denominator_count\"\n    FROM \"c10\"\n    GROUP BY \"s1\"\n)\nSELECT\n    \"s1\",\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\\n        \\\"s1\\\",\\n        SUM(CASE WHEN \\\"s2\\\" = '1' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n        SUM(CASE WHEN \\\"s2\\\" = '2' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s1\\\"\\n)\\nSELECT\\n    \\\"s1\\\",\\n    CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM grouped\\nORDER BY \\\"condition_ratio\\\" DESC;\", \"columns\": [\"s1\", \"condition_ratio\"], \"rows\": [{\"s1\": \"2\", \"condition_ratio\": 1.085690972973873}, {\"s1\": \"4\", \"condition_ratio\": 1.010904455468354}, {\"s1\": \"3\", \"condition_ratio\": 0.9998932617678901}, {\"s1\": \"1\", \"condition_ratio\": 0.9226150254929664}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 528.44}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..34fce8b8220f6dba9bfc287c4f4a037dc8395d87
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:43:32.705910+00:00",
+  "ended_at": "2026-05-19T15:43:50.266609+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_bfb8e7abdf0ba560",
+    "problem_id": "v2p_c10_b0c89eff8fef9773",
+    "dataset_id": "c10",
+    "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=s1, condition_col=s2.",
+    "bindings": {
+      "group_col": "s1",
+      "condition_col": "s2",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "2",
+      "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": 3.25,
+      "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": "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=9",
+      "sql_variant_index=1/1",
+      "binding_index=44"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "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_a/c10/sql/v2q_c10_bfb8e7abdf0ba560.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_bfb8e7abdf0ba560",
+    "api_calls": 0,
+    "input_tokens": 14356,
+    "cached_input_tokens": 13696,
+    "output_tokens": 568,
+    "total_tokens": 14924,
+    "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": 17014.93,
+    "sql_execution_elapsed_ms_total": 528.44,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/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_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7c17e5931770cfc8fe0468d6124f1b1b6c6c2f7a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:43:49.735848+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": 17014.93, "started_at": "2026-05-19T15:43:32.719103+00:00", "ended_at": "2026-05-19T15:43:49.734073+00:00", "prompt_metrics": {"chars": 7177, "bytes_utf8": 7177, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 668, "bytes_utf8": 668, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14356, "cached_input_tokens": 13696, "output_tokens": 568, "reasoning_output_tokens": 369}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions.\\nWITH grouped AS (\\n    SELECT\\n        \\\"s1\\\",\\n        SUM(CASE WHEN \\\"s2\\\" = '1' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n        SUM(CASE WHEN \\\"s2\\\" = '2' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s1\\\"\\n)\\nSELECT\\n    \\\"s1\\\",\\n    CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM grouped\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Instantiated the grouped ratio template with group_col=\\\"s1\\\", condition_col=\\\"s2\\\", positive_value='1', and negative_value='2'. Kept the query single-table and SQLite-compatible.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0706d5c3886753aaa940fdd0ab33b9a88bd15948
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_bfb8e7abdf0ba560",
+  "api_calls": 0,
+  "input_tokens": 14356,
+  "cached_input_tokens": 13696,
+  "output_tokens": 568,
+  "total_tokens": 14924,
+  "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": 17014.93,
+  "sql_execution_elapsed_ms_total": 528.44,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bfb8e7abdf0ba560/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_a/c10/artifacts/v2q_c10_bff8b9fd85f07411/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bff8b9fd85f07411/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d7f41251bd134b8202b3b14a3d9ae87bb8852d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bff8b9fd85f07411/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:31.024397+00:00",
+  "ended_at": "2026-05-19T16:12:38.657135+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_bff8b9fd85f07411",
+    "problem_id": "v2p_c10_8c9300383fccc159",
+    "dataset_id": "c10",
+    "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=s5, measure_col=s1.",
+    "bindings": {
+      "group_col": "s5",
+      "measure_col": "s1",
+      "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": 2.98,
+      "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_a/c10/artifacts/v2q_c10_bff8b9fd85f07411/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bff8b9fd85f07411/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..171b46a3e5a81967f0eeff82e1041d87768b17a6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_bff8b9fd85f07411/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:34.331669+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": 3292.02, "started_at": "2026-05-19T16:12:31.038907+00:00", "ended_at": "2026-05-19T16:12:34.330949+00:00", "prompt_metrics": {"chars": 6456, "bytes_utf8": 6456, "lines": 228, "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\":\"019e4102-9ec3-7e62-8f4f-7766e96c2cd0\"}\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": "2026-05-19T16:12:38.657019+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": 3323.53, "started_at": "2026-05-19T16:12:35.332601+00:00", "ended_at": "2026-05-19T16:12:38.656163+00:00", "prompt_metrics": {"chars": 6456, "bytes_utf8": 6456, "lines": 228, "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\":\"019e4102-af9c-7b50-9a6a-c3a753468759\"}\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_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1430cb32ad269dcd3a315288d5fd6c9ddf45f10d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "11", "support": 79304, "support_share": 0.07736900127803631, "support_rank": 1}, {"value_label": "12", "support": 79237, "support_share": 0.0773036360620872, "support_rank": 2}, {"value_label": "13", "support": 79206, "support_share": 0.07727339245470775, "support_rank": 3}, {"value_label": "7", "support": 79038, "support_share": 0.07710949161471596, "support_rank": 4}, {"value_label": "3", "support": 79020, "support_share": 0.07709193081043111, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..193d9afdf4638c8ce6c412f58331261ba2207918
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_c009e6346d39cd0a
+-- problem_id: v2p_c10_55ec9d5ce2f50fbc
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c2" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c2"
+)
+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_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..61adacdf0cabe7292a0dabd9ab4d40046f565900
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/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_a\n-- sql_source_dataset_id: c10\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_c10_c009e6346d39cd0a\n-- problem_id: v2p_c10_55ec9d5ce2f50fbc\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"c2\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"c2\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_c009e6346d39cd0a\\n-- problem_id: v2p_c10_55ec9d5ce2f50fbc\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"c2\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c2\\\"\\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\": \"11\", \"support\": 79304, \"support_share\": 0.07736900127803631, \"support_rank\": 1}, {\"value_label\": \"12\", \"support\": 79237, \"support_share\": 0.0773036360620872, \"support_rank\": 2}, {\"value_label\": \"13\", \"support\": 79206, \"support_share\": 0.07727339245470775, \"support_rank\": 3}, {\"value_label\": \"7\", \"support\": 79038, \"support_share\": 0.07710949161471596, \"support_rank\": 4}, {\"value_label\": \"3\", \"support\": 79020, \"support_share\": 0.07709193081043111, \"support_rank\": 5}, {\"value_label\": \"6\", \"support\": 78968, \"support_share\": 0.0770411995980527, \"support_rank\": 6}, {\"value_label\": \"8\", \"support\": 78914, \"support_share\": 0.0769885171851982, \"support_rank\": 7}, {\"value_label\": \"2\", \"support\": 78793, \"support_share\": 0.07687046955639457, \"support_rank\": 8}, {\"value_label\": \"1\", \"support\": 78738, \"support_share\": 0.07681681154330201, \"support_rank\": 9}, {\"value_label\": \"10\", \"support\": 78596, \"support_share\": 0.07667827630949942, \"support_rank\": 10}, {\"value_label\": \"4\", \"support\": 78522, \"support_share\": 0.07660608189188398, \"support_rank\": 11}, {\"value_label\": \"9\", \"support\": 78367, \"support_share\": 0.07645486385498677, \"support_rank\": 12}, {\"value_label\": \"5\", \"support\": 78307, \"support_share\": 0.07639632784070399, \"support_rank\": 13}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 502.48}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..18d7425c8ddedfbd0fdefe4a1d27a9fbb6ca062c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:45.007531+00:00",
+  "ended_at": "2026-05-19T16:12:45.511716+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_c009e6346d39cd0a",
+    "problem_id": "v2p_c10_55ec9d5ce2f50fbc",
+    "dataset_id": "c10",
+    "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=c2.",
+    "bindings": {
+      "group_col": "c2"
+    },
+    "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=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_a/c10/sql/v2q_c10_c009e6346d39cd0a.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_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c009e6346d39cd0a/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_a/c10/artifacts/v2q_c10_c10712d389776d96/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c10712d389776d96/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7acc21613cdbd08ba53243527017df77b76c14c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c10712d389776d96/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:09:39.328281+00:00",
+  "ended_at": "2026-05-19T16:09:46.959011+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_c10712d389776d96",
+    "problem_id": "v2p_c10_982cdd346ae448c1",
+    "dataset_id": "c10",
+    "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=c3.",
+    "bindings": {
+      "group_col": "c3",
+      "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": 3.25,
+      "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_a/c10/artifacts/v2q_c10_c10712d389776d96/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c10712d389776d96/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8aae8054d653243c7cffa1b4725dea9e4513bfca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c10712d389776d96/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:42.907670+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": 3564.2, "started_at": "2026-05-19T16:09:39.342682+00:00", "ended_at": "2026-05-19T16:09:42.906903+00:00", "prompt_metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 226, "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\":\"019e4100-0027-7922-a192-fcb283cd83f3\"}\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": "2026-05-19T16:09:46.958897+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": 3049.22, "started_at": "2026-05-19T16:09:43.908884+00:00", "ended_at": "2026-05-19T16:09:46.958144+00:00", "prompt_metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 226, "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\":\"019e4100-11f5-7f50-b1a4-19f6f6898a28\"}\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_a/c10/artifacts/v2q_c10_c11fe15db7792c62/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c11fe15db7792c62/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0ddd6f0690620b8787a73e9ffcac16ec1436a2cc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c11fe15db7792c62/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "7", "support": 79524, "support_share": 0.07758363333040653, "support_rank": 1}, {"value_label": "2", "support": 79075, "support_share": 0.07714558882352367, "support_rank": 2}, {"value_label": "9", "support": 79036, "support_share": 0.07710754041423987, "support_rank": 3}, {"value_label": "11", "support": 78895, "support_share": 0.07696998078067531, "support_rank": 4}, {"value_label": "12", "support": 78853, "support_share": 0.07692900557067736, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c11fe15db7792c62/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c11fe15db7792c62/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b393e39f67e4c3a0f1a6e06b7accf9718ad98272
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c11fe15db7792c62/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_c11fe15db7792c62
+-- problem_id: v2p_c10_5f77cbf17b0be30b
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c4" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c4"
+)
+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_a/c10/artifacts/v2q_c10_c11fe15db7792c62/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c11fe15db7792c62/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1de464c508ebbd8bcf141e51ffeae8bde132634b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c11fe15db7792c62/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_a\n-- sql_source_dataset_id: c10\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_c10_c11fe15db7792c62\n-- problem_id: v2p_c10_5f77cbf17b0be30b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"c4\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"c4\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_c11fe15db7792c62\\n-- problem_id: v2p_c10_5f77cbf17b0be30b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"c4\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c4\\\"\\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\": \"7\", \"support\": 79524, \"support_share\": 0.07758363333040653, \"support_rank\": 1}, {\"value_label\": \"2\", \"support\": 79075, \"support_share\": 0.07714558882352367, \"support_rank\": 2}, {\"value_label\": \"9\", \"support\": 79036, \"support_share\": 0.07710754041423987, \"support_rank\": 3}, {\"value_label\": \"11\", \"support\": 78895, \"support_share\": 0.07696998078067531, \"support_rank\": 4}, {\"value_label\": \"12\", \"support\": 78853, \"support_share\": 0.07692900557067736, \"support_rank\": 5}, {\"value_label\": \"13\", \"support\": 78834, \"support_share\": 0.07691046916615447, \"support_rank\": 6}, {\"value_label\": \"4\", \"support\": 78790, \"support_share\": 0.07686754275568043, \"support_rank\": 7}, {\"value_label\": \"10\", \"support\": 78763, \"support_share\": 0.07684120154925318, \"support_rank\": 8}, {\"value_label\": \"3\", \"support\": 78749, \"support_share\": 0.07682754314592052, \"support_rank\": 9}, {\"value_label\": \"1\", \"support\": 78717, \"support_share\": 0.07679632393830305, \"support_rank\": 10}, {\"value_label\": \"5\", \"support\": 78698, \"support_share\": 0.07677778753378016, \"support_rank\": 11}, {\"value_label\": \"8\", \"support\": 78582, \"support_share\": 0.07666461790616677, \"support_rank\": 12}, {\"value_label\": \"6\", \"support\": 78494, \"support_share\": 0.07657876508521869, \"support_rank\": 13}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 478.09}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c11fe15db7792c62/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c11fe15db7792c62/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..07aff28b5a097d3739201ddc074e4f6ed3d4930c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c11fe15db7792c62/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:46.884042+00:00",
+  "ended_at": "2026-05-19T16:12:47.363594+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_c11fe15db7792c62",
+    "problem_id": "v2p_c10_5f77cbf17b0be30b",
+    "dataset_id": "c10",
+    "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=c4.",
+    "bindings": {
+      "group_col": "c4"
+    },
+    "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=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_a/c10/sql/v2q_c10_c11fe15db7792c62.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_a/c10/artifacts/v2q_c10_c11fe15db7792c62/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c11fe15db7792c62/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c11fe15db7792c62/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_a/c10/artifacts/v2q_c10_c31779354b6d3dbc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c31779354b6d3dbc/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0f724ed5d4cb8494ddbad1325c4a953744bbd09
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c31779354b6d3dbc/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:05:56.704060+00:00",
+  "ended_at": "2026-05-19T16:06:04.580110+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_c31779354b6d3dbc",
+    "problem_id": "v2p_c10_88eaba5ef3776695",
+    "dataset_id": "c10",
+    "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=s3, condition_col=s1.",
+    "bindings": {
+      "group_col": "s3",
+      "condition_col": "s1",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "2",
+      "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": 12.0,
+      "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=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=1/2",
+      "binding_index=103"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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_a/c10/artifacts/v2q_c10_c31779354b6d3dbc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c31779354b6d3dbc/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d38fbe35c6f571e3d99eb945caa78867d7068378
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c31779354b6d3dbc/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:00.045604+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": 3325.43, "started_at": "2026-05-19T16:05:56.719433+00:00", "ended_at": "2026-05-19T16:06:00.044898+00:00", "prompt_metrics": {"chars": 6607, "bytes_utf8": 6607, "lines": 231, "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-9a6b-73c2-9b10-8a70b375acaa\"}\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": "2026-05-19T16:06:04.579983+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": 3532.62, "started_at": "2026-05-19T16:06:01.046580+00:00", "ended_at": "2026-05-19T16:06:04.579234+00:00", "prompt_metrics": {"chars": 6607, "bytes_utf8": 6607, "lines": 231, "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-abb6-7de1-936e-4aaf19090a49\"}\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_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..25b097c6aabf55807b362f9ebde46fd27568f6e4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/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=s5, group_col_2=class.
+Result preview: [{"s5": "4", "class": "0", "row_count": 29703}, {"s5": "3", "class": "0", "row_count": 29581}, {"s5": "1", "class": "0", "row_count": 29452}, {"s5": "2", "class": "0", "row_count": 29382}, {"s5": "3", "class": "1", "row_count": 24816}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d78a10f0b785dce019f33f1f287c14407a5ad019
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_c39db350f3f1de5f
+-- problem_id: v2p_c10_90762081316b6e41
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s5", "class", COUNT(*) AS row_count
+FROM "c10"
+WHERE CAST("c5" AS REAL) >= 11.0
+GROUP BY "s5", "class"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..54ed418501e80eb8612c0c4eb43709bec9bcc30d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/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 \"s5\", \"class\", COUNT(*) AS row_count\nFROM \"c10\"\nWHERE CAST(\"c5\" AS REAL) >= 11.0\nGROUP BY \"s5\", \"class\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"s5\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"c5\\\" AS REAL) >= 11.0\\nGROUP BY \\\"s5\\\", \\\"class\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"s5\", \"class\", \"row_count\"], \"rows\": [{\"s5\": \"4\", \"class\": \"0\", \"row_count\": 29703}, {\"s5\": \"3\", \"class\": \"0\", \"row_count\": 29581}, {\"s5\": \"1\", \"class\": \"0\", \"row_count\": 29452}, {\"s5\": \"2\", \"class\": \"0\", \"row_count\": 29382}, {\"s5\": \"3\", \"class\": \"1\", \"row_count\": 24816}, {\"s5\": \"1\", \"class\": \"1\", \"row_count\": 24812}, {\"s5\": \"4\", \"class\": \"1\", \"row_count\": 24709}, {\"s5\": \"2\", \"class\": \"1\", \"row_count\": 24665}, {\"s5\": \"1\", \"class\": \"2\", \"row_count\": 2898}, {\"s5\": \"2\", \"class\": \"2\", \"row_count\": 2843}, {\"s5\": \"4\", \"class\": \"2\", \"row_count\": 2753}, {\"s5\": \"3\", \"class\": \"2\", \"row_count\": 2752}, {\"s5\": \"2\", \"class\": \"3\", \"row_count\": 1288}, {\"s5\": \"1\", \"class\": \"3\", \"row_count\": 1277}, {\"s5\": \"3\", \"class\": \"3\", \"row_count\": 1270}, {\"s5\": \"4\", \"class\": \"3\", \"row_count\": 1226}, {\"s5\": \"1\", \"class\": \"4\", \"row_count\": 195}, {\"s5\": \"2\", \"class\": \"4\", \"row_count\": 188}, {\"s5\": \"4\", \"class\": \"4\", \"row_count\": 188}, {\"s5\": \"3\", \"class\": \"4\", \"row_count\": 177}, {\"s5\": \"2\", \"class\": \"5\", \"row_count\": 125}, {\"s5\": \"3\", \"class\": \"5\", \"row_count\": 120}, {\"s5\": \"4\", \"class\": \"5\", \"row_count\": 109}, {\"s5\": \"1\", \"class\": \"5\", \"row_count\": 102}, {\"s5\": \"3\", \"class\": \"6\", \"row_count\": 92}, {\"s5\": \"2\", \"class\": \"6\", \"row_count\": 89}, {\"s5\": \"4\", \"class\": \"6\", \"row_count\": 79}, {\"s5\": \"1\", \"class\": \"6\", \"row_count\": 75}, {\"s5\": \"1\", \"class\": \"7\", \"row_count\": 13}, {\"s5\": \"3\", \"class\": \"7\", \"row_count\": 13}, {\"s5\": \"2\", \"class\": \"7\", \"row_count\": 10}, {\"s5\": \"4\", \"class\": \"7\", \"row_count\": 10}, {\"s5\": \"4\", \"class\": \"9\", \"row_count\": 2}, {\"s5\": \"1\", \"class\": \"8\", \"row_count\": 1}, {\"s5\": \"2\", \"class\": \"9\", \"row_count\": 1}, {\"s5\": \"4\", \"class\": \"8\", \"row_count\": 1}], \"row_count_returned\": 36, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 276.93}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e66ff3cd84783b1417ea9f2e0df8ee1843fb64a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/run_manifest.json
@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:45:04.432420+00:00",
+  "ended_at": "2026-05-19T15:45:14.576595+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_c39db350f3f1de5f",
+    "problem_id": "v2p_c10_90762081316b6e41",
+    "dataset_id": "c10",
+    "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=s5, group_col_2=class.",
+    "bindings": {
+      "group_col": "s5",
+      "group_col_2": "class",
+      "predicate_col": "c5",
+      "predicate_op": ">=",
+      "predicate_value": 11.0,
+      "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": 12.0,
+      "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_a/c10/sql/v2q_c10_c39db350f3f1de5f.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_c39db350f3f1de5f",
+    "api_calls": 0,
+    "input_tokens": 14241,
+    "cached_input_tokens": 12032,
+    "output_tokens": 383,
+    "total_tokens": 14624,
+    "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": 9852.64,
+    "sql_execution_elapsed_ms_total": 276.93,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/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_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ef7d72f8c1c6efc3f7bc0ce585f8f16ec9860504
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:45:14.297836+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": 9852.64, "started_at": "2026-05-19T15:45:04.444077+00:00", "ended_at": "2026-05-19T15:45:14.296743+00:00", "prompt_metrics": {"chars": 6681, "bytes_utf8": 6681, "lines": 232, "estimated_tokens": null}, "response_metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14241, "cached_input_tokens": 12032, "output_tokens": 383, "reasoning_output_tokens": 257}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"s5\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"c5\\\" AS REAL) >= 11.0\\nGROUP BY \\\"s5\\\", \\\"class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required template with group_col=\\\"s5\\\", group_col_2=\\\"class\\\", and predicate_col=\\\"c5\\\". Applied CAST on \\\"c5\\\" because the SQLite schema stores it as TEXT while the predicate value is numeric.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d7d8ce3c01e2aa4aea7e9a32a8c19ba09f9a9d60
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_c39db350f3f1de5f",
+  "api_calls": 0,
+  "input_tokens": 14241,
+  "cached_input_tokens": 12032,
+  "output_tokens": 383,
+  "total_tokens": 14624,
+  "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": 9852.64,
+  "sql_execution_elapsed_ms_total": 276.93,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c39db350f3f1de5f/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_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d706736185da9aa565fd13a8881230c2dff22d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/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=s5, group_col_2=c5.
+Result preview: [{"s5": "4", "c5": "4", "row_count": 19983}, {"s5": "4", "c5": "2", "row_count": 19933}, {"s5": "4", "c5": "1", "row_count": 19867}, {"s5": "4", "c5": "9", "row_count": 19832}, {"s5": "4", "c5": "8", "row_count": 19789}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0da7562567df4f1a3dd2b0b149ea8f8bea4fa4e4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_c5361a3ca26288f1
+-- problem_id: v2p_c10_45e0eb523db29b9f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s5", "c5", COUNT(*) AS row_count
+FROM "c10"
+WHERE CAST("s5" AS REAL) >= 3.25
+GROUP BY "s5", "c5"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1dcde1b9a8cdc6e0eb247a7b3f27d0e3a686534e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/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 \"s5\", \"c5\", COUNT(*) AS row_count\nFROM \"c10\"\nWHERE CAST(\"s5\" AS REAL) >= 3.25\nGROUP BY \"s5\", \"c5\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d.\\nSELECT \\\"s5\\\", \\\"c5\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"s5\\\" AS REAL) >= 3.25\\nGROUP BY \\\"s5\\\", \\\"c5\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"s5\", \"c5\", \"row_count\"], \"rows\": [{\"s5\": \"4\", \"c5\": \"4\", \"row_count\": 19983}, {\"s5\": \"4\", \"c5\": \"2\", \"row_count\": 19933}, {\"s5\": \"4\", \"c5\": \"1\", \"row_count\": 19867}, {\"s5\": \"4\", \"c5\": \"9\", \"row_count\": 19832}, {\"s5\": \"4\", \"c5\": \"8\", \"row_count\": 19789}, {\"s5\": \"4\", \"c5\": \"3\", \"row_count\": 19752}, {\"s5\": \"4\", \"c5\": \"10\", \"row_count\": 19693}, {\"s5\": \"4\", \"c5\": \"5\", \"row_count\": 19667}, {\"s5\": \"4\", \"c5\": \"6\", \"row_count\": 19624}, {\"s5\": \"4\", \"c5\": \"13\", \"row_count\": 19619}, {\"s5\": \"4\", \"c5\": \"12\", \"row_count\": 19611}, {\"s5\": \"4\", \"c5\": \"7\", \"row_count\": 19563}, {\"s5\": \"4\", \"c5\": \"11\", \"row_count\": 19550}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 297.93}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..147fd6aaaaa633f257460966fadef56cc911373a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/run_manifest.json
@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:44:46.482433+00:00",
+  "ended_at": "2026-05-19T15:45:04.431856+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_c5361a3ca26288f1",
+    "problem_id": "v2p_c10_45e0eb523db29b9f",
+    "dataset_id": "c10",
+    "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=s5, group_col_2=c5.",
+    "bindings": {
+      "group_col": "s5",
+      "group_col_2": "c5",
+      "predicate_col": "s5",
+      "predicate_op": ">=",
+      "predicate_value": 3.25,
+      "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": 3.25,
+      "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=5",
+      "sql_variant_index=1/1",
+      "binding_index=52"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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_a/c10/sql/v2q_c10_c5361a3ca26288f1.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_c5361a3ca26288f1",
+    "api_calls": 0,
+    "input_tokens": 14242,
+    "cached_input_tokens": 12032,
+    "output_tokens": 653,
+    "total_tokens": 14895,
+    "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": 17636.68,
+    "sql_execution_elapsed_ms_total": 297.93,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/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_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c4dd0a564675f977970243c89564a5275d41d871
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:45:04.132144+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": 17636.68, "started_at": "2026-05-19T15:44:46.494390+00:00", "ended_at": "2026-05-19T15:45:04.131101+00:00", "prompt_metrics": {"chars": 6676, "bytes_utf8": 6676, "lines": 232, "estimated_tokens": null}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14242, "cached_input_tokens": 12032, "output_tokens": 653, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d.\\nSELECT \\\"s5\\\", \\\"c5\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nWHERE CAST(\\\"s5\\\" AS REAL) >= 3.25\\nGROUP BY \\\"s5\\\", \\\"c5\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided template with group_col=\\\"s5\\\", group_col_2=\\\"c5\\\", and predicate_col=\\\"s5\\\". Applied CAST(\\\"s5\\\" AS REAL) because the schema stores these fields as TEXT but the bound predicate value is numeric (3.25).\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..104eccd46b5f44f0c56348c4d4b9f64c442f919c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_c5361a3ca26288f1",
+  "api_calls": 0,
+  "input_tokens": 14242,
+  "cached_input_tokens": 12032,
+  "output_tokens": 653,
+  "total_tokens": 14895,
+  "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": 17636.68,
+  "sql_execution_elapsed_ms_total": 297.93,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c5361a3ca26288f1/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_a/c10/artifacts/v2q_c10_c68929b52984ef15/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22b17efa2c1cdf598107f39568fd216c4b2993e3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/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=class, measure_col=s4.
+Result preview: [{"class": "0", "group_value": 1284976}, {"class": "1", "group_value": 1082555}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4012e1eacee0600ae8eed9d9798ccb43b6e60eeb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_c68929b52984ef15
+-- problem_id: v2p_c10_ec88b2856b2ae10f
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "class", SUM("s4") AS group_value
+    FROM "c10"
+    GROUP BY "class"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."class", 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_a/c10/artifacts/v2q_c10_c68929b52984ef15/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..53d933180c3407a8c55c63ed180040943095c9e2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/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 \"class\", SUM(\"s4\") AS group_value\n    FROM \"c10\"\n    GROUP BY \"class\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"class\", 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 \\\"class\\\", SUM(\\\"s4\\\") AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"class\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"class\\\", 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\": [\"class\", \"group_value\"], \"rows\": [{\"class\": \"0\", \"group_value\": 1284976}, {\"class\": \"1\", \"group_value\": 1082555}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 480.37}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a8a970085ebe34986815deead4e37e36272db04e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:49:51.046748+00:00",
+  "ended_at": "2026-05-19T15:50:04.094393+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_c68929b52984ef15",
+    "problem_id": "v2p_c10_ec88b2856b2ae10f",
+    "dataset_id": "c10",
+    "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=class, measure_col=s4.",
+    "bindings": {
+      "group_col": "class",
+      "measure_col": "s4",
+      "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": 3.25,
+      "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=5",
+      "sql_variant_index=1/2",
+      "binding_index=76"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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_a/c10/sql/v2q_c10_c68929b52984ef15.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_c68929b52984ef15",
+    "api_calls": 0,
+    "input_tokens": 14282,
+    "cached_input_tokens": 13696,
+    "output_tokens": 264,
+    "total_tokens": 14546,
+    "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": 12551.31,
+    "sql_execution_elapsed_ms_total": 480.37,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/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_a/c10/artifacts/v2q_c10_c68929b52984ef15/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..48b2d0d6d208660d4d009b1662298556e9b4721d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:50:03.612159+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": 12551.31, "started_at": "2026-05-19T15:49:51.059967+00:00", "ended_at": "2026-05-19T15:50:03.611312+00:00", "prompt_metrics": {"chars": 6931, "bytes_utf8": 6931, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 539, "bytes_utf8": 539, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14282, "cached_input_tokens": 13696, "output_tokens": 264, "reasoning_output_tokens": 115}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"class\\\", SUM(\\\"s4\\\") AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"class\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"class\\\", 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=\\\"class\\\" and measure_col=\\\"s4\\\". SQLite will numerically coerce TEXT values in SUM().\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae50abfa2986291f2166f05b38942b3318a63fb4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_c68929b52984ef15",
+  "api_calls": 0,
+  "input_tokens": 14282,
+  "cached_input_tokens": 13696,
+  "output_tokens": 264,
+  "total_tokens": 14546,
+  "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": 12551.31,
+  "sql_execution_elapsed_ms_total": 480.37,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c68929b52984ef15/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_a/c10/artifacts/v2q_c10_c695e8e29a4d4ea5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c695e8e29a4d4ea5/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b153fae689b0490582d878f01f16c09379f1d56
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c695e8e29a4d4ea5/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:09:17.803069+00:00",
+  "ended_at": "2026-05-19T16:09:24.379767+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_c695e8e29a4d4ea5",
+    "problem_id": "v2p_c10_45f2a7a367fbd648",
+    "dataset_id": "c10",
+    "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=c2.",
+    "bindings": {
+      "group_col": "c2",
+      "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": 3.25,
+      "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=5",
+      "sql_variant_index=2/2",
+      "binding_index=124"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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",
+  "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_a/c10/artifacts/v2q_c10_c695e8e29a4d4ea5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c695e8e29a4d4ea5/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..56633cffb1ad43bcea30f43c3ded96baf3f41aaf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c695e8e29a4d4ea5/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:20.661299+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": 2843.82, "started_at": "2026-05-19T16:09:17.816351+00:00", "ended_at": "2026-05-19T16:09:20.660202+00:00", "prompt_metrics": {"chars": 6374, "bytes_utf8": 6374, "lines": 226, "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-abf2-7073-80ef-29ca063e0d8c\"}\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": "2026-05-19T16:09:24.379672+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": 2715.67, "started_at": "2026-05-19T16:09:21.663142+00:00", "ended_at": "2026-05-19T16:09:24.378857+00:00", "prompt_metrics": {"chars": 6374, "bytes_utf8": 6374, "lines": 226, "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-bb02-7b50-a21b-5363d9e753db\"}\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_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..74e09891f3a5ff1699a2b02a5735c863be1ae130
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:04:43.051473+00:00",
+  "ended_at": "2026-05-19T16:04:50.787971+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_c7a42fb1659082a6",
+    "problem_id": "v2p_c10_ad70816cd41a5294",
+    "dataset_id": "c10",
+    "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": "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 dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=class, condition_col=s2.",
+    "bindings": {
+      "group_col": "class",
+      "condition_col": "s2",
+      "condition_value": "2",
+      "positive_value": "1",
+      "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": 3.25,
+      "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=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=2/2",
+      "binding_index=98"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9590aad4a52101b64d7e90f5b65f58f4c1fd6ebc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c7a42fb1659082a6/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:04:46.487097+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": 3419.86, "started_at": "2026-05-19T16:04:43.066361+00:00", "ended_at": "2026-05-19T16:04:46.486248+00:00", "prompt_metrics": {"chars": 6624, "bytes_utf8": 6624, "lines": 231, "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\":\"019e40fb-7b06-73e0-bf26-a109dbfba93c\"}\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": "2026-05-19T16:04:50.787887+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": 3297.84, "started_at": "2026-05-19T16:04:47.488977+00:00", "ended_at": "2026-05-19T16:04:50.786887+00:00", "prompt_metrics": {"chars": 6624, "bytes_utf8": 6624, "lines": 231, "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\":\"019e40fb-8c11-7102-9619-50f9e381011a\"}\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_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eb6e7545e1a7dd08f51b95e628ca00b3831dd0c4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/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=s2, measure_col=c5.
+Result preview: [{"s2": "4", "group_value": 1794465.0}, {"s2": "1", "group_value": 1790924.0}, {"s2": "2", "group_value": 1789482.0}, {"s2": "3", "group_value": 1788748.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ca83c416cf2d4925eb009ad2a17d4d62249a8c88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_c8338a9a53190ad6
+-- problem_id: v2p_c10_c4af0071a7e36e1a
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s2", SUM(CAST("c5" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "s2"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."s2", 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_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a1d3f532125b205c7dc9cc8c136f7f9c8d5e25f0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/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 \"s2\", SUM(CAST(\"c5\" AS REAL)) AS group_value\n    FROM \"c10\"\n    GROUP BY \"s2\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"s2\", 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 \\\"s2\\\", SUM(CAST(\\\"c5\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s2\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"s2\\\", 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\": [\"s2\", \"group_value\"], \"rows\": [{\"s2\": \"4\", \"group_value\": 1794465.0}, {\"s2\": \"1\", \"group_value\": 1790924.0}, {\"s2\": \"2\", \"group_value\": 1789482.0}, {\"s2\": \"3\", \"group_value\": 1788748.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 515.13}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..cee3a93eadb4d14f49892387f00cbd4a0e6850d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:51:11.671903+00:00",
+  "ended_at": "2026-05-19T15:51:26.108394+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_c8338a9a53190ad6",
+    "problem_id": "v2p_c10_c4af0071a7e36e1a",
+    "dataset_id": "c10",
+    "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=s2, measure_col=c5.",
+    "bindings": {
+      "group_col": "s2",
+      "measure_col": "c5",
+      "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": 11.0,
+      "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=8",
+      "sql_variant_index=1/2",
+      "binding_index=79"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c8338a9a53190ad6.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_c8338a9a53190ad6",
+    "api_calls": 0,
+    "input_tokens": 14285,
+    "cached_input_tokens": 13696,
+    "output_tokens": 474,
+    "total_tokens": 14759,
+    "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": 13898.25,
+    "sql_execution_elapsed_ms_total": 515.13,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/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_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e4be3ec7e65fc11400434c4045ed3fc473d283d1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:51:25.591129+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": 13898.25, "started_at": "2026-05-19T15:51:11.691244+00:00", "ended_at": "2026-05-19T15:51:25.589532+00:00", "prompt_metrics": {"chars": 6926, "bytes_utf8": 6926, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 598, "bytes_utf8": 598, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14285, "cached_input_tokens": 13696, "output_tokens": 474, "reasoning_output_tokens": 303}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"s2\\\", SUM(CAST(\\\"c5\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s2\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"s2\\\", 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=\\\"s2\\\" and measure_col=\\\"c5\\\". CAST(\\\"c5\\\" AS REAL) is used because the schema stores values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..56b170a43a8f48fa42fe870695e38ca533847376
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_c8338a9a53190ad6",
+  "api_calls": 0,
+  "input_tokens": 14285,
+  "cached_input_tokens": 13696,
+  "output_tokens": 474,
+  "total_tokens": 14759,
+  "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": 13898.25,
+  "sql_execution_elapsed_ms_total": 515.13,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c8338a9a53190ad6/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_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1fc74f424e7a7ca4eed85bf62f1251c51b2ae367
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/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=class, measure_col=s2.
+Result preview: [{"class": "9", "s1": "4", "total_measure": 16.0, "share_within_group": 66.66666666666667}, {"class": "8", "s1": "4", "total_measure": 16.0, "share_within_group": 40.0}, {"class": "5", "s1": "4", "total_measure": 2036.0, "share_within_group": 39.28226895620297}, {"class": "5", "s1": "3", "total_measure": 1635.0, "share_within_group": 31.545437005595215}, {"class": "7", "s1": "2", "total_measure": 174.0, "share_within_group": 29.591836734693878}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2a770d15de7ac4a48a69163f5529f783ca40b49f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_c95118d1a852ad8e
+-- problem_id: v2p_c10_a537ef37f10be666
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "class", "s1",
+       SUM(CAST("s2" AS REAL)) AS "total_measure",
+       SUM(CAST("s2" AS REAL)) * 100.0 / SUM(SUM(CAST("s2" AS REAL))) OVER (PARTITION BY "class") AS "share_within_group"
+FROM "c10"
+GROUP BY "class", "s1"
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8456460e43d33294460caec59a7686465d51c3b4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/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 \"class\", \"s1\",\n       SUM(CAST(\"s2\" AS REAL)) AS \"total_measure\",\n       SUM(CAST(\"s2\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"s2\" AS REAL))) OVER (PARTITION BY \"class\") AS \"share_within_group\"\nFROM \"c10\"\nGROUP BY \"class\", \"s1\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"class\\\", \\\"s1\\\",\\n       SUM(CAST(\\\"s2\\\" AS REAL)) AS \\\"total_measure\\\",\\n       SUM(CAST(\\\"s2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"s2\\\" AS REAL))) OVER (PARTITION BY \\\"class\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"class\\\", \\\"s1\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"class\", \"s1\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"class\": \"9\", \"s1\": \"4\", \"total_measure\": 16.0, \"share_within_group\": 66.66666666666667}, {\"class\": \"8\", \"s1\": \"4\", \"total_measure\": 16.0, \"share_within_group\": 40.0}, {\"class\": \"5\", \"s1\": \"4\", \"total_measure\": 2036.0, \"share_within_group\": 39.28226895620297}, {\"class\": \"5\", \"s1\": \"3\", \"total_measure\": 1635.0, \"share_within_group\": 31.545437005595215}, {\"class\": \"7\", \"s1\": \"2\", \"total_measure\": 174.0, \"share_within_group\": 29.591836734693878}, {\"class\": \"6\", \"s1\": \"1\", \"total_measure\": 1059.0, \"share_within_group\": 28.989871338625786}, {\"class\": \"7\", \"s1\": \"1\", \"total_measure\": 162.0, \"share_within_group\": 27.551020408163264}, {\"class\": \"4\", \"s1\": \"3\", \"total_measure\": 2592.0, \"share_within_group\": 26.349496797804207}, {\"class\": \"3\", \"s1\": \"1\", \"total_measure\": 14162.0, \"share_within_group\": 26.10218224712474}, {\"class\": \"2\", \"s1\": \"1\", \"total_measure\": 31596.0, \"share_within_group\": 25.876726015953874}, {\"class\": \"1\", \"s1\": \"1\", \"total_measure\": 276483.0, \"share_within_group\": 25.553122802088367}, {\"class\": \"3\", \"s1\": \"2\", \"total_measure\": 13853.0, \"share_within_group\": 25.532659982306104}, {\"class\": \"7\", \"s1\": \"3\", \"total_measure\": 150.0, \"share_within_group\": 25.510204081632654}, {\"class\": \"4\", \"s1\": \"2\", \"total_measure\": 2481.0, \"share_within_group\": 25.221103995120462}, {\"class\": \"2\", \"s1\": \"2\", \"total_measure\": 30780.0, \"share_within_group\": 25.208432294311315}, {\"class\": \"1\", \"s1\": \"2\", \"total_measure\": 272453.0, \"share_within_group\": 25.180661982101547}, {\"class\": \"0\", \"s1\": \"3\", \"total_measure\": 322333.0, \"share_within_group\": 25.090411197755717}, {\"class\": \"0\", \"s1\": \"1\", \"total_measure\": 322014.0, \"share_within_group\": 25.065580227386302}, {\"class\": \"2\", \"s1\": \"3\", \"total_measure\": 30597.0, \"share_within_group\": 25.058557599384123}, {\"class\": \"8\", \"s1\": \"2\", \"total_measure\": 10.0, \"share_within_group\": 25.0}, {\"class\": \"0\", \"s1\": \"2\", \"total_measure\": 320351.0, \"share_within_group\": 24.93613225332883}, {\"class\": \"0\", \"s1\": \"4\", \"total_measure\": 319988.0, \"share_within_group\": 24.90787632152915}, {\"class\": \"1\", \"s1\": \"3\", \"total_measure\": 268747.0, \"share_within_group\": 24.838145902977192}, {\"class\": \"3\", \"s1\": \"3\", \"total_measure\": 13472.0, \"share_within_group\": 24.830433500442346}, {\"class\": \"1\", \"s1\": \"4\", \"total_measure\": 264310.0, \"share_within_group\": 24.428069312832893}, {\"class\": \"4\", \"s1\": \"1\", \"total_measure\": 2391.0, \"share_within_group\": 24.30619091186337}, {\"class\": \"4\", \"s1\": \"4\", \"total_measure\": 2373.0, \"share_within_group\": 24.123208295211956}, {\"class\": \"6\", \"s1\": \"3\", \"total_measure\": 880.0, \"share_within_group\": 24.089789214344375}, {\"class\": \"2\", \"s1\": \"4\", \"total_measure\": 29129.0, \"share_within_group\": 23.85628409035069}, {\"class\": \"6\", \"s1\": \"2\", \"total_measure\": 871.0, \"share_within_group\": 23.843416370106763}, {\"class\": \"3\", \"s1\": \"4\", \"total_measure\": 12769.0, \"share_within_group\": 23.534724270126805}, {\"class\": \"6\", \"s1\": \"4\", \"total_measure\": 843.0, \"share_within_group\": 23.076923076923077}, {\"class\": \"8\", \"s1\": \"3\", \"total_measure\": 9.0, \"share_within_group\": 22.5}, {\"class\": \"5\", \"s1\": \"2\", \"total_measure\": 1032.0, \"share_within_group\": 19.91124831178854}, {\"class\": \"7\", \"s1\": \"4\", \"total_measure\": 102.0, \"share_within_group\": 17.346938775510203}, {\"class\": \"9\", \"s1\": \"2\", \"total_measure\": 4.0, \"share_within_group\": 16.666666666666668}, {\"class\": \"8\", \"s1\": \"1\", \"total_measure\": 5.0, \"share_within_group\": 12.5}, {\"class\": \"9\", \"s1\": \"3\", \"total_measure\": 3.0, \"share_within_group\": 12.5}, {\"class\": \"5\", \"s1\": \"1\", \"total_measure\": 480.0, \"share_within_group\": 9.261045726413274}, {\"class\": \"9\", \"s1\": \"1\", \"total_measure\": 1.0, \"share_within_group\": 4.166666666666667}], \"row_count_returned\": 40, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 905.11}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..acb1582e38e09c1f18ea630aa478fefa97956f96
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:40:14.373760+00:00",
+  "ended_at": "2026-05-19T15:40:34.230064+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_c95118d1a852ad8e",
+    "problem_id": "v2p_c10_a537ef37f10be666",
+    "dataset_id": "c10",
+    "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=class, measure_col=s2.",
+    "bindings": {
+      "group_col": "class",
+      "measure_col": "s2",
+      "item_col": "s1",
+      "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": 2.98,
+      "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=2/2",
+      "binding_index=32"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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_a/c10/sql/v2q_c10_c95118d1a852ad8e.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_c95118d1a852ad8e",
+    "api_calls": 0,
+    "input_tokens": 14264,
+    "cached_input_tokens": 13696,
+    "output_tokens": 662,
+    "total_tokens": 14926,
+    "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": 18931.58,
+    "sql_execution_elapsed_ms_total": 905.11,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/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_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4c71c316c0184858f54cad54ef213e8b397c7891
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:40:33.322444+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": 18931.58, "started_at": "2026-05-19T15:40:14.389143+00:00", "ended_at": "2026-05-19T15:40:33.320757+00:00", "prompt_metrics": {"chars": 6778, "bytes_utf8": 6778, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14264, "cached_input_tokens": 13696, "output_tokens": 662, "reasoning_output_tokens": 496}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"class\\\", \\\"s1\\\",\\n       SUM(CAST(\\\"s2\\\" AS REAL)) AS \\\"total_measure\\\",\\n       SUM(CAST(\\\"s2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"s2\\\" AS REAL))) OVER (PARTITION BY \\\"class\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"class\\\", \\\"s1\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Uses the provided template with group_col=\\\"class\\\", item_col=\\\"s1\\\", and measure_col=\\\"s2\\\". CAST to REAL is included because \\\"s2\\\" is stored as TEXT in the SQLite schema.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..255cf8a1dd7f368a55b6b7fc5a5c3f183c53dd7e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_c95118d1a852ad8e",
+  "api_calls": 0,
+  "input_tokens": 14264,
+  "cached_input_tokens": 13696,
+  "output_tokens": 662,
+  "total_tokens": 14926,
+  "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": 18931.58,
+  "sql_execution_elapsed_ms_total": 905.11,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_c95118d1a852ad8e/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_a/c10/artifacts/v2q_c10_cadaed448e093cc0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e38e482efa5e0b74b2f9c865bc4f5a2b9846a0a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/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=s1, measure_col=c2.
+Result preview: [{"s1": "2", "c1": "1", "total_measure": 142126.0, "share_within_group": 7.938465525658168}, {"s1": "4", "c1": "4", "total_measure": 141561.0, "share_within_group": 7.881186222607977}, {"s1": "4", "c1": "1", "total_measure": 141520.0, "share_within_group": 7.878903612036373}, {"s1": "4", "c1": "2", "total_measure": 141498.0, "share_within_group": 7.877678796607706}, {"s1": "3", "c1": "1", "total_measure": 141868.0, "share_within_group": 7.872152706489471}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1c01e378e28cb767363a69f8b9f69cf65a1d4b1b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_cadaed448e093cc0
+-- problem_id: v2p_c10_30a9e1b7d523c4f7
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s1", "c1",
+       SUM(CAST("c2" AS REAL)) AS total_measure,
+       SUM(CAST("c2" AS REAL)) * 100.0 / SUM(SUM(CAST("c2" AS REAL))) OVER (PARTITION BY "s1") AS share_within_group
+FROM "c10"
+GROUP BY "s1", "c1"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ec0cd594a5a602fefa324064748c7becfab73fc4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/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 \"s1\", \"c1\",\n       SUM(CAST(\"c2\" AS REAL)) AS total_measure,\n       SUM(CAST(\"c2\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"c2\" AS REAL))) OVER (PARTITION BY \"s1\") AS share_within_group\nFROM \"c10\"\nGROUP BY \"s1\", \"c1\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"s1\\\", \\\"c1\\\",\\n       SUM(CAST(\\\"c2\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"c2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c2\\\" AS REAL))) OVER (PARTITION BY \\\"s1\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\", \\\"c1\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"s1\", \"c1\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"s1\": \"2\", \"c1\": \"1\", \"total_measure\": 142126.0, \"share_within_group\": 7.938465525658168}, {\"s1\": \"4\", \"c1\": \"4\", \"total_measure\": 141561.0, \"share_within_group\": 7.881186222607977}, {\"s1\": \"4\", \"c1\": \"1\", \"total_measure\": 141520.0, \"share_within_group\": 7.878903612036373}, {\"s1\": \"4\", \"c1\": \"2\", \"total_measure\": 141498.0, \"share_within_group\": 7.877678796607706}, {\"s1\": \"3\", \"c1\": \"1\", \"total_measure\": 141868.0, \"share_within_group\": 7.872152706489471}, {\"s1\": \"1\", \"c1\": \"3\", \"total_measure\": 141019.0, \"share_within_group\": 7.865689965122317}, {\"s1\": \"3\", \"c1\": \"2\", \"total_measure\": 141743.0, \"share_within_group\": 7.865216546902311}, {\"s1\": \"1\", \"c1\": \"2\", \"total_measure\": 140171.0, \"share_within_group\": 7.8183906289305725}, {\"s1\": \"3\", \"c1\": \"3\", \"total_measure\": 140887.0, \"share_within_group\": 7.817717726049441}, {\"s1\": \"1\", \"c1\": \"1\", \"total_measure\": 140106.0, \"share_within_group\": 7.81476509018946}, {\"s1\": \"3\", \"c1\": \"4\", \"total_measure\": 140630.0, \"share_within_group\": 7.803456981938241}, {\"s1\": \"4\", \"c1\": \"5\", \"total_measure\": 139691.0, \"share_within_group\": 7.777076911171375}, {\"s1\": \"1\", \"c1\": \"6\", \"total_measure\": 139397.0, \"share_within_group\": 7.775218829151786}, {\"s1\": \"1\", \"c1\": \"5\", \"total_measure\": 139170.0, \"share_within_group\": 7.762557332317439}, {\"s1\": \"2\", \"c1\": \"8\", \"total_measure\": 138756.0, \"share_within_group\": 7.750233753699006}, {\"s1\": \"2\", \"c1\": \"6\", \"total_measure\": 138580.0, \"share_within_group\": 7.740403251661969}, {\"s1\": \"2\", \"c1\": \"5\", \"total_measure\": 138509.0, \"share_within_group\": 7.736437537772028}, {\"s1\": \"4\", \"c1\": \"3\", \"total_measure\": 138836.0, \"share_within_group\": 7.7294761297391315}, {\"s1\": \"2\", \"c1\": \"4\", \"total_measure\": 138244.0, \"share_within_group\": 7.7216359295912635}, {\"s1\": \"4\", \"c1\": \"6\", \"total_measure\": 138592.0, \"share_within_group\": 7.715891813166654}, {\"s1\": \"2\", \"c1\": \"9\", \"total_measure\": 138135.0, \"share_within_group\": 7.715547720943326}, {\"s1\": \"1\", \"c1\": \"8\", \"total_measure\": 138110.0, \"share_within_group\": 7.703433162077757}, {\"s1\": \"3\", \"c1\": \"5\", \"total_measure\": 138737.0, \"share_within_group\": 7.698415781150293}, {\"s1\": \"3\", \"c1\": \"6\", \"total_measure\": 138681.0, \"share_within_group\": 7.695308381655245}, {\"s1\": \"2\", \"c1\": \"10\", \"total_measure\": 137695.0, \"share_within_group\": 7.690971465850735}, {\"s1\": \"4\", \"c1\": \"7\", \"total_measure\": 138073.0, \"share_within_group\": 7.686997303735854}, {\"s1\": \"2\", \"c1\": \"3\", \"total_measure\": 137577.0, \"share_within_group\": 7.684380561075904}, {\"s1\": \"2\", \"c1\": \"11\", \"total_measure\": 137529.0, \"share_within_group\": 7.6816995150658025}, {\"s1\": \"1\", \"c1\": \"7\", \"total_measure\": 137690.0, \"share_within_group\": 7.680006604058261}, {\"s1\": \"1\", \"c1\": \"4\", \"total_measure\": 137494.0, \"share_within_group\": 7.669074210315829}, {\"s1\": \"3\", \"c1\": \"12\", \"total_measure\": 138185.0, \"share_within_group\": 7.667785700413395}, {\"s1\": \"4\", \"c1\": \"8\", \"total_measure\": 137723.0, \"share_within_group\": 7.667511603734351}, {\"s1\": \"3\", \"c1\": \"9\", \"total_measure\": 138115.0, \"share_within_group\": 7.663901451044586}, {\"s1\": \"1\", \"c1\": \"11\", \"total_measure\": 137125.0, \"share_within_group\": 7.648492305770128}, {\"s1\": \"2\", \"c1\": \"7\", \"total_measure\": 136850.0, \"share_within_group\": 7.643773885047918}, {\"s1\": \"1\", \"c1\": \"10\", \"total_measure\": 136961.0, \"share_within_group\": 7.639344792638706}, {\"s1\": \"3\", \"c1\": \"7\", \"total_measure\": 137326.0, \"share_within_group\": 7.620120411730433}, {\"s1\": \"3\", \"c1\": \"8\", \"total_measure\": 137163.0, \"share_within_group\": 7.611075659628777}, {\"s1\": \"2\", \"c1\": \"2\", \"total_measure\": 136246.0, \"share_within_group\": 7.610037389420816}, {\"s1\": \"2\", \"c1\": \"12\", \"total_measure\": 136166.0, \"share_within_group\": 7.605568979403981}, {\"s1\": \"1\", \"c1\": \"9\", \"total_measure\": 135839.0, \"share_within_group\": 7.576762416215194}, {\"s1\": \"4\", \"c1\": \"11\", \"total_measure\": 136004.0, \"share_within_group\": 7.571808980012682}, {\"s1\": \"4\", \"c1\": \"12\", \"total_measure\": 135885.0, \"share_within_group\": 7.565183842012171}, {\"s1\": \"4\", \"c1\": \"13\", \"total_measure\": 135855.0, \"share_within_group\": 7.5635136391549}, {\"s1\": \"3\", \"c1\": \"13\", \"total_measure\": 136281.0, \"share_within_group\": 7.562134117581778}, {\"s1\": \"3\", \"c1\": \"11\", \"total_measure\": 136269.0, \"share_within_group\": 7.56146824626141}, {\"s1\": \"3\", \"c1\": \"10\", \"total_measure\": 136265.0, \"share_within_group\": 7.561246289154621}, {\"s1\": \"4\", \"c1\": \"10\", \"total_measure\": 135786.0, \"share_within_group\": 7.559672172583174}, {\"s1\": \"1\", \"c1\": \"13\", \"total_measure\": 135378.0, \"share_within_group\": 7.551048979912842}, {\"s1\": \"4\", \"c1\": \"9\", \"total_measure\": 135165.0, \"share_within_group\": 7.52509897343765}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1002.6}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4f03344fedc96140bafaf1b06fc3a669d874428
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:40:46.388817+00:00",
+  "ended_at": "2026-05-19T15:41:01.342190+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_cadaed448e093cc0",
+    "problem_id": "v2p_c10_30a9e1b7d523c4f7",
+    "dataset_id": "c10",
+    "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=s1, measure_col=c2.",
+    "bindings": {
+      "group_col": "s1",
+      "measure_col": "c2",
+      "item_col": "c1",
+      "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": 11.64,
+      "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
+    },
+    "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=10",
+      "sql_variant_index=2/2",
+      "binding_index=33"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 10,
+    "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_a/c10/sql/v2q_c10_cadaed448e093cc0.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_cadaed448e093cc0",
+    "api_calls": 0,
+    "input_tokens": 14266,
+    "cached_input_tokens": 12032,
+    "output_tokens": 679,
+    "total_tokens": 14945,
+    "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": 13932.02,
+    "sql_execution_elapsed_ms_total": 1002.6,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/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_a/c10/artifacts/v2q_c10_cadaed448e093cc0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..30a3774ae0b9c1ceaa13ffc820a85321b0ccf2a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:41:00.335593+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": 13932.02, "started_at": "2026-05-19T15:40:46.402675+00:00", "ended_at": "2026-05-19T15:41:00.334721+00:00", "prompt_metrics": {"chars": 6778, "bytes_utf8": 6778, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14266, "cached_input_tokens": 12032, "output_tokens": 679, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"s1\\\", \\\"c1\\\",\\n       SUM(CAST(\\\"c2\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"c2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"c2\\\" AS REAL))) OVER (PARTITION BY \\\"s1\\\") AS share_within_group\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\", \\\"c1\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"s1\\\", item_col=\\\"c1\\\", and measure_col=\\\"c2\\\". Cast \\\"c2\\\" from TEXT to REAL so SQLite can aggregate it numerically.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..2737e92895f368d1673eaa86df0d91fc530e9ab2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_cadaed448e093cc0",
+  "api_calls": 0,
+  "input_tokens": 14266,
+  "cached_input_tokens": 12032,
+  "output_tokens": 679,
+  "total_tokens": 14945,
+  "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": 13932.02,
+  "sql_execution_elapsed_ms_total": 1002.6,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cadaed448e093cc0/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_a/c10/artifacts/v2q_c10_cd464fe656028ed1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7e2c54da0e3fc42176826e7e1fcdc5c2d808f43f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/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=c2, measure_col=c2.
+Result preview: [{"c2": "13", "total_measure": 1029678}, {"c2": "12", "total_measure": 950844}, {"c2": "11", "total_measure": 872344}, {"c2": "10", "total_measure": 785960}, {"c2": "9", "total_measure": 705303}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bfca2a95fe497b48a5cf74bbfa0e72bfcd52e9e7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_cd464fe656028ed1
+-- problem_id: v2p_c10_e2a1525cc0c34a22
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c2", SUM(CAST("c2" AS INTEGER)) AS "total_measure"
+FROM "c10"
+GROUP BY "c2"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0fb5769e4d0ca872de5c1b56452ecf494ec7920f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/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 \"c2\", SUM(CAST(\"c2\" AS INTEGER)) AS \"total_measure\"\nFROM \"c10\"\nGROUP BY \"c2\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c2\\\", SUM(CAST(\\\"c2\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c2\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"c2\", \"total_measure\"], \"rows\": [{\"c2\": \"13\", \"total_measure\": 1029678}, {\"c2\": \"12\", \"total_measure\": 950844}, {\"c2\": \"11\", \"total_measure\": 872344}, {\"c2\": \"10\", \"total_measure\": 785960}, {\"c2\": \"9\", \"total_measure\": 705303}, {\"c2\": \"8\", \"total_measure\": 631312}, {\"c2\": \"7\", \"total_measure\": 553266}, {\"c2\": \"6\", \"total_measure\": 473808}, {\"c2\": \"5\", \"total_measure\": 391535}, {\"c2\": \"4\", \"total_measure\": 314088}, {\"c2\": \"3\", \"total_measure\": 237060}, {\"c2\": \"2\", \"total_measure\": 157586}, {\"c2\": \"1\", \"total_measure\": 78738}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 480.59}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..122a993c0067a00a9e1112149634d363af107137
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:29:34.669864+00:00",
+  "ended_at": "2026-05-19T15:29:44.063501+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_cd464fe656028ed1",
+    "problem_id": "v2p_c10_e2a1525cc0c34a22",
+    "dataset_id": "c10",
+    "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=c2, measure_col=c2.",
+    "bindings": {
+      "group_col": "c2",
+      "measure_col": "c2",
+      "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": 11.64,
+      "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
+    },
+    "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_a/c10/sql/v2q_c10_cd464fe656028ed1.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_cd464fe656028ed1",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 327,
+    "total_tokens": 14474,
+    "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": 8893.76,
+    "sql_execution_elapsed_ms_total": 480.59,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/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_a/c10/artifacts/v2q_c10_cd464fe656028ed1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bee5910adf054f0596ced693224bd16fa25b3f2b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:29:43.581024+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": 8893.76, "started_at": "2026-05-19T15:29:34.686531+00:00", "ended_at": "2026-05-19T15:29:43.580323+00:00", "prompt_metrics": {"chars": 6374, "bytes_utf8": 6374, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 327, "reasoning_output_tokens": 214}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c2\\\", SUM(CAST(\\\"c2\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c2\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"c2\\\" and measure_col=\\\"c2\\\". CAST was added because the schema stores \\\"c2\\\" as TEXT, but the field is semantically numeric_discrete.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e15e899b3686c7ad304d33541d824f2872e66854
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_cd464fe656028ed1",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 327,
+  "total_tokens": 14474,
+  "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": 8893.76,
+  "sql_execution_elapsed_ms_total": 480.59,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cd464fe656028ed1/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_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..339e5865ea8f01b8ab8dfa488bc52d1d7d579f8c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/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=s1, measure_col=s5.
+Result preview: [{"s1": "1", "percentile_measure": 4.0}, {"s1": "2", "percentile_measure": 4.0}, {"s1": "3", "percentile_measure": 4.0}, {"s1": "4", "percentile_measure": 4.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..aa63207cab9949d990f71b92b93f68b7c53ba9dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/generated_sql.sql
@@ -0,0 +1,46 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_cda2f0fd3dd12dbd
+-- problem_id: v2p_c10_f82cdb8ba713c786
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "s1",
+    CAST("s5" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "s1"
+      ORDER BY CAST("s5" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "s1"
+    ) AS "cnt"
+  FROM "c10"
+  WHERE "s1" IS NOT NULL
+    AND "s5" IS NOT NULL
+),
+"percentile_rows" AS (
+  SELECT
+    "s1",
+    "measure_value",
+    "rn",
+    CASE
+      WHEN CAST(0.95 * "cnt" AS INTEGER) = 0 THEN 1
+      WHEN 0.95 * "cnt" = CAST(0.95 * "cnt" AS INTEGER) THEN CAST(0.95 * "cnt" AS INTEGER)
+      ELSE CAST(0.95 * "cnt" AS INTEGER) + 1
+    END AS "target_rn"
+  FROM "ranked"
+)
+SELECT
+  "s1",
+  "measure_value" AS "percentile_measure"
+FROM "percentile_rows"
+WHERE "rn" = "target_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4b268ef0a8dfe802a6dfeda3cd4a3ed0ed23eeb5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/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 \"ranked\" AS (\n  SELECT\n    \"s1\",\n    CAST(\"s5\" AS REAL) AS \"measure_value\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"s1\"\n      ORDER BY CAST(\"s5\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"s1\"\n    ) AS \"cnt\"\n  FROM \"c10\"\n  WHERE \"s1\" IS NOT NULL\n    AND \"s5\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n  SELECT\n    \"s1\",\n    \"measure_value\",\n    \"rn\",\n    CASE\n      WHEN CAST(0.95 * \"cnt\" AS INTEGER) = 0 THEN 1\n      WHEN 0.95 * \"cnt\" = CAST(0.95 * \"cnt\" AS INTEGER) THEN CAST(0.95 * \"cnt\" AS INTEGER)\n      ELSE CAST(0.95 * \"cnt\" AS INTEGER) + 1\n    END AS \"target_rn\"\n  FROM \"ranked\"\n)\nSELECT\n  \"s1\",\n  \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"s1\\\",\\n    CAST(\\\"s5\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"s1\\\"\\n      ORDER BY CAST(\\\"s5\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"s1\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"s1\\\" IS NOT NULL\\n    AND \\\"s5\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n  SELECT\\n    \\\"s1\\\",\\n    \\\"measure_value\\\",\\n    \\\"rn\\\",\\n    CASE\\n      WHEN CAST(0.95 * \\\"cnt\\\" AS INTEGER) = 0 THEN 1\\n      WHEN 0.95 * \\\"cnt\\\" = CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n      ELSE CAST(0.95 * \\\"cnt\\\" AS INTEGER) + 1\\n    END AS \\\"target_rn\\\"\\n  FROM \\\"ranked\\\"\\n)\\nSELECT\\n  \\\"s1\\\",\\n  \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"s1\", \"percentile_measure\"], \"rows\": [{\"s1\": \"1\", \"percentile_measure\": 4.0}, {\"s1\": \"2\", \"percentile_measure\": 4.0}, {\"s1\": \"3\", \"percentile_measure\": 4.0}, {\"s1\": \"4\", \"percentile_measure\": 4.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2697.34}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5974c6be4756a289e6cff7f5df8567d19ddb9853
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:56:15.807727+00:00",
+  "ended_at": "2026-05-19T15:56:45.044525+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_cda2f0fd3dd12dbd",
+    "problem_id": "v2p_c10_f82cdb8ba713c786",
+    "dataset_id": "c10",
+    "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=s1, measure_col=s5.",
+    "bindings": {
+      "group_col": "s1",
+      "measure_col": "s5",
+      "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": 3.25,
+      "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 {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=5",
+      "sql_variant_index=1/2",
+      "binding_index=88"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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_a/c10/sql/v2q_c10_cda2f0fd3dd12dbd.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_cda2f0fd3dd12dbd",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 13696,
+    "output_tokens": 1261,
+    "total_tokens": 15446,
+    "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": 25518.6,
+    "sql_execution_elapsed_ms_total": 2697.34,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/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_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0331c888c2ff2be8ee13df853d42b865a0da2303
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:56:19.400109+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": 3577.08, "started_at": "2026-05-19T15:56:15.822231+00:00", "ended_at": "2026-05-19T15:56:19.399340+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "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-bd74-7cb1-bd1f-51a15fdc0fab\"}\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": "2026-05-19T15:56:42.344635+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": 21941.52, "started_at": "2026-05-19T15:56:20.401331+00:00", "ended_at": "2026-05-19T15:56:42.342902+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1094, "bytes_utf8": 1094, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 13696, "output_tokens": 1261, "reasoning_output_tokens": 904}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"s1\\\",\\n    CAST(\\\"s5\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"s1\\\"\\n      ORDER BY CAST(\\\"s5\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"s1\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"s1\\\" IS NOT NULL\\n    AND \\\"s5\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n  SELECT\\n    \\\"s1\\\",\\n    \\\"measure_value\\\",\\n    \\\"rn\\\",\\n    CASE\\n      WHEN CAST(0.95 * \\\"cnt\\\" AS INTEGER) = 0 THEN 1\\n      WHEN 0.95 * \\\"cnt\\\" = CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n      ELSE CAST(0.95 * \\\"cnt\\\" AS INTEGER) + 1\\n    END AS \\\"target_rn\\\"\\n  FROM \\\"ranked\\\"\\n)\\nSELECT\\n  \\\"s1\\\",\\n  \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query uses a nearest-rank 95th percentil"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc916f6bee91d7e3dde8555e006ab98a9259a192
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_cda2f0fd3dd12dbd",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 13696,
+  "output_tokens": 1261,
+  "total_tokens": 15446,
+  "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": 25518.6,
+  "sql_execution_elapsed_ms_total": 2697.34,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cda2f0fd3dd12dbd/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_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d279fe8c2140069b6f3558944ab30689652bdc0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/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=c4, measure_col=c4.
+Result preview: [{"c4": "13", "total_measure": 1024842}, {"c4": "12", "total_measure": 946236}, {"c4": "11", "total_measure": 867845}, {"c4": "10", "total_measure": 787630}, {"c4": "9", "total_measure": 711324}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8517cce39aadba5c55bb314e5f1fd3617cfeb28b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_cdf07da8d4b3547b
+-- problem_id: v2p_c10_ee461d6fadb1d5a4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c4", SUM(CAST("c4" AS INTEGER)) AS "total_measure"
+FROM "c10"
+GROUP BY "c4"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..262feacb0c41c7ee234b6077384190b6b30a58a6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/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 \"c4\", SUM(CAST(\"c4\" AS INTEGER)) AS \"total_measure\"\nFROM \"c10\"\nGROUP BY \"c4\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c4\\\", SUM(CAST(\\\"c4\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c4\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"c4\", \"total_measure\"], \"rows\": [{\"c4\": \"13\", \"total_measure\": 1024842}, {\"c4\": \"12\", \"total_measure\": 946236}, {\"c4\": \"11\", \"total_measure\": 867845}, {\"c4\": \"10\", \"total_measure\": 787630}, {\"c4\": \"9\", \"total_measure\": 711324}, {\"c4\": \"8\", \"total_measure\": 628656}, {\"c4\": \"7\", \"total_measure\": 556668}, {\"c4\": \"6\", \"total_measure\": 470964}, {\"c4\": \"5\", \"total_measure\": 393490}, {\"c4\": \"4\", \"total_measure\": 315160}, {\"c4\": \"3\", \"total_measure\": 236247}, {\"c4\": \"2\", \"total_measure\": 158150}, {\"c4\": \"1\", \"total_measure\": 78717}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 481.27}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f63c137d448a2aa93d5c611cca848d9bd8875b75
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:31:18.204685+00:00",
+  "ended_at": "2026-05-19T15:31:27.529404+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_cdf07da8d4b3547b",
+    "problem_id": "v2p_c10_ee461d6fadb1d5a4",
+    "dataset_id": "c10",
+    "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=c4, measure_col=c4.",
+    "bindings": {
+      "group_col": "c4",
+      "measure_col": "c4",
+      "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": 10.0,
+      "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=8",
+      "sql_variant_index=1/2",
+      "binding_index=7"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_cdf07da8d4b3547b.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_cdf07da8d4b3547b",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 305,
+    "total_tokens": 14452,
+    "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": 8827.24,
+    "sql_execution_elapsed_ms_total": 481.27,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/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_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..74b87a7c4c2bacbf0fae3037b79ecb7fa51bfa50
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:31:27.046273+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": 8827.24, "started_at": "2026-05-19T15:31:18.217492+00:00", "ended_at": "2026-05-19T15:31:27.044771+00:00", "prompt_metrics": {"chars": 6370, "bytes_utf8": 6370, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 305, "reasoning_output_tokens": 195}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c4\\\", SUM(CAST(\\\"c4\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c4\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the required Grouped Numeric Sum template with group_col=\\\"c4\\\" and measure_col=\\\"c4\\\". CAST is applied because \\\"c4\\\" is stored as TEXT in SQLite schema but represents numeric discrete values.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..aea7a763d38e2c3a0ced67ce8af4e161fac49f0b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_cdf07da8d4b3547b",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 305,
+  "total_tokens": 14452,
+  "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": 8827.24,
+  "sql_execution_elapsed_ms_total": 481.27,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cdf07da8d4b3547b/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_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..78a6a0ffc8735b67826b2022bab04693e979db7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:07:37.648358+00:00",
+  "ended_at": "2026-05-19T16:07:45.907509+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_cf310ea2ad0854ef",
+    "problem_id": "v2p_c10_974009ef18f05351",
+    "dataset_id": "c10",
+    "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=c3.",
+    "bindings": {
+      "measure_col": "c3",
+      "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": 10.0,
+      "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=8",
+      "sql_variant_index=1/1",
+      "binding_index=115"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "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",
+  "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_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..317f69d50db7ca45782cd966a1788650db257970
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_cf310ea2ad0854ef/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:07:40.673791+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": 3010.04, "started_at": "2026-05-19T16:07:37.662979+00:00", "ended_at": "2026-05-19T16:07:40.673053+00:00", "prompt_metrics": {"chars": 6319, "bytes_utf8": 6319, "lines": 226, "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-24c5-7133-9442-5fffba8e1543\"}\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": "2026-05-19T16:07:45.907409+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": 4231.71, "started_at": "2026-05-19T16:07:41.674760+00:00", "ended_at": "2026-05-19T16:07:45.906499+00:00", "prompt_metrics": {"chars": 6319, "bytes_utf8": 6319, "lines": 226, "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-3483-7a90-9452-f69ae1e20e10\"}\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_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b3b09564c9c325bfcb682a2bc6316e7254bc2ac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "0", "support": 513702, "support_share": 0.5011677934849416, "cumulative_support": 513702}, {"value_label": "1", "support": 433097, "support_share": 0.42252953629720685, "cumulative_support": 946799}, {"value_label": "2", "support": 48828, "support_share": 0.047636608423332456, "cumulative_support": 995627}, {"value_label": "3", "support": 21634, "support_share": 0.021106135549897074, "cumulative_support": 1017261}, {"value_label": "4", "support": 3978, "support_share": 0.00388093774694881, "cumulative_support": 1021239}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..807f2ea4021df39a0458a7529da3f08350259c33
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_d2c53e5ebcc54c89
+-- problem_id: v2p_c10_a51a86d59e664b45
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "class" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "class"
+), 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_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0403762947ed8adb4da0f9db39ebc790c658e6f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/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_a\n-- sql_source_dataset_id: c10\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_c10_d2c53e5ebcc54c89\n-- problem_id: v2p_c10_a51a86d59e664b45\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"class\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"class\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_d2c53e5ebcc54c89\\n-- problem_id: v2p_c10_a51a86d59e664b45\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"class\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"class\\\"\\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\": 513702, \"support_share\": 0.5011677934849416, \"cumulative_support\": 513702}, {\"value_label\": \"1\", \"support\": 433097, \"support_share\": 0.42252953629720685, \"cumulative_support\": 946799}, {\"value_label\": \"2\", \"support\": 48828, \"support_share\": 0.047636608423332456, \"cumulative_support\": 995627}, {\"value_label\": \"3\", \"support\": 21634, \"support_share\": 0.021106135549897074, \"cumulative_support\": 1017261}, {\"value_label\": \"4\", \"support\": 3978, \"support_share\": 0.00388093774694881, \"cumulative_support\": 1021239}, {\"value_label\": \"5\", \"support\": 2050, \"support_share\": 0.001999980487995239, \"cumulative_support\": 1023289}, {\"value_label\": \"6\", \"support\": 1460, \"support_share\": 0.0014243763475478288, \"cumulative_support\": 1024749}, {\"value_label\": \"7\", \"support\": 236, \"support_share\": 0.00023024165617896412, \"cumulative_support\": 1024985}, {\"value_label\": \"8\", \"support\": 17, \"support_share\": 1.6585204046789788e-05, \"cumulative_support\": 1025002}, {\"value_label\": \"9\", \"support\": 8, \"support_share\": 7.804801904371665e-06, \"cumulative_support\": 1025010}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 451.58}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c04608b076395327c12dda4ee5e3b0081cf1f6f4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:43.163092+00:00",
+  "ended_at": "2026-05-19T16:12:43.616258+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_d2c53e5ebcc54c89",
+    "problem_id": "v2p_c10_a51a86d59e664b45",
+    "dataset_id": "c10",
+    "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=class.",
+    "bindings": {
+      "group_col": "class"
+    },
+    "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_a/c10/sql/v2q_c10_d2c53e5ebcc54c89.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_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d2c53e5ebcc54c89/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_a/c10/artifacts/v2q_c10_d4709e83a27747ed/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a9d70bd1765bad104b3abcad95bb220bb95ed6e1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/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=c2.
+Result preview: [{"c2": "11", "row_count": 79304}, {"c2": "12", "row_count": 79237}, {"c2": "13", "row_count": 79206}, {"c2": "7", "row_count": 79038}, {"c2": "3", "row_count": 79020}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1530c193f27c7dc7bb3ec567007bd37ecebb140f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_d4709e83a27747ed
+-- problem_id: v2p_c10_36eee0f9662398a1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c2", COUNT(*) AS "row_count"
+FROM "c10"
+GROUP BY "c2"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ec6dd2731066258d51fe6bf802430a0370417bae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/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 \"c2\", COUNT(*) AS \"row_count\"\nFROM \"c10\"\nGROUP BY \"c2\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c2\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c2\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"c2\", \"row_count\"], \"rows\": [{\"c2\": \"11\", \"row_count\": 79304}, {\"c2\": \"12\", \"row_count\": 79237}, {\"c2\": \"13\", \"row_count\": 79206}, {\"c2\": \"7\", \"row_count\": 79038}, {\"c2\": \"3\", \"row_count\": 79020}, {\"c2\": \"6\", \"row_count\": 78968}, {\"c2\": \"8\", \"row_count\": 78914}, {\"c2\": \"2\", \"row_count\": 78793}, {\"c2\": \"1\", \"row_count\": 78738}, {\"c2\": \"10\", \"row_count\": 78596}, {\"c2\": \"4\", \"row_count\": 78522}, {\"c2\": \"9\", \"row_count\": 78367}, {\"c2\": \"5\", \"row_count\": 78307}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 508.32}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a453bc68eee209eccfcabd8a6527dc795c9c886d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:32:21.102440+00:00",
+  "ended_at": "2026-05-19T15:32:37.274825+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_d4709e83a27747ed",
+    "problem_id": "v2p_c10_36eee0f9662398a1",
+    "dataset_id": "c10",
+    "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=c2.",
+    "bindings": {
+      "group_col": "c2",
+      "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": 3.25,
+      "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_a/c10/sql/v2q_c10_d4709e83a27747ed.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_d4709e83a27747ed",
+    "api_calls": 0,
+    "input_tokens": 14121,
+    "cached_input_tokens": 12032,
+    "output_tokens": 439,
+    "total_tokens": 14560,
+    "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": 15643.42,
+    "sql_execution_elapsed_ms_total": 508.32,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/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_a/c10/artifacts/v2q_c10_d4709e83a27747ed/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ba83f635489b16d65627e7584307d751b12ce920
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:36.763302+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": 15643.42, "started_at": "2026-05-19T15:32:21.119017+00:00", "ended_at": "2026-05-19T15:32:36.762471+00:00", "prompt_metrics": {"chars": 6293, "bytes_utf8": 6293, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 266, "bytes_utf8": 266, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14121, "cached_input_tokens": 12032, "output_tokens": 439, "reasoning_output_tokens": 357}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c2\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c2\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned Grouped Count by Category template with group_col bound to \\\"c2\\\" on table \\\"c10\\\".\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7fbb27a9556a9e33d38317b47b7cace69370a3d9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_d4709e83a27747ed",
+  "api_calls": 0,
+  "input_tokens": 14121,
+  "cached_input_tokens": 12032,
+  "output_tokens": 439,
+  "total_tokens": 14560,
+  "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": 15643.42,
+  "sql_execution_elapsed_ms_total": 508.32,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d4709e83a27747ed/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_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a7825bc0f2378827421282be607a938bbef29bae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "7", "support": 79444, "support_share": 0.07750558531136281, "support_rank": 1}, {"value_label": "10", "support": 79073, "support_share": 0.07714363762304759, "support_rank": 2}, {"value_label": "1", "support": 79069, "support_share": 0.0771397352220954, "support_rank": 3}, {"value_label": "2", "support": 78969, "support_share": 0.07704217519829075, "support_rank": 4}, {"value_label": "8", "support": 78905, "support_share": 0.07697973678305578, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..dda7595f3e1fca4c23eba6095406e5f646be2e9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_d7e02eb205f33e1f
+-- problem_id: v2p_c10_0cfc5fa490dca8bd
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c3" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c3"
+)
+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_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2fb6ab96464297c51be95f30468fb19ef305bf4b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/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_a\n-- sql_source_dataset_id: c10\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_c10_d7e02eb205f33e1f\n-- problem_id: v2p_c10_0cfc5fa490dca8bd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"c3\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"c3\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_d7e02eb205f33e1f\\n-- problem_id: v2p_c10_0cfc5fa490dca8bd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"c3\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c3\\\"\\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\": \"7\", \"support\": 79444, \"support_share\": 0.07750558531136281, \"support_rank\": 1}, {\"value_label\": \"10\", \"support\": 79073, \"support_share\": 0.07714363762304759, \"support_rank\": 2}, {\"value_label\": \"1\", \"support\": 79069, \"support_share\": 0.0771397352220954, \"support_rank\": 3}, {\"value_label\": \"2\", \"support\": 78969, \"support_share\": 0.07704217519829075, \"support_rank\": 4}, {\"value_label\": \"8\", \"support\": 78905, \"support_share\": 0.07697973678305578, \"support_rank\": 5}, {\"value_label\": \"5\", \"support\": 78871, \"support_share\": 0.0769465663749622, \"support_rank\": 6}, {\"value_label\": \"11\", \"support\": 78865, \"support_share\": 0.07694071277353391, \"support_rank\": 7}, {\"value_label\": \"12\", \"support\": 78855, \"support_share\": 0.07693095677115346, \"support_rank\": 8}, {\"value_label\": \"13\", \"support\": 78765, \"support_share\": 0.07684315274972928, \"support_rank\": 9}, {\"value_label\": \"4\", \"support\": 78748, \"support_share\": 0.07682656754568248, \"support_rank\": 10}, {\"value_label\": \"6\", \"support\": 78587, \"support_share\": 0.076669495907357, \"support_rank\": 11}, {\"value_label\": \"3\", \"support\": 78518, \"support_share\": 0.0766021794909318, \"support_rank\": 12}, {\"value_label\": \"9\", \"support\": 78341, \"support_share\": 0.07642949824879758, \"support_rank\": 13}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 503.47}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c43e52099cd527eccc9c95ee6a42767eb5c1d398
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:45.944584+00:00",
+  "ended_at": "2026-05-19T16:12:46.449631+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_d7e02eb205f33e1f",
+    "problem_id": "v2p_c10_0cfc5fa490dca8bd",
+    "dataset_id": "c10",
+    "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=c3.",
+    "bindings": {
+      "group_col": "c3"
+    },
+    "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_a/c10/sql/v2q_c10_d7e02eb205f33e1f.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_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_d7e02eb205f33e1f/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_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..719028bde8dc36fb7dc37cc2d0eb1d151776979c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "1", "support": 256671, "support_share": 0.25040828869962245, "cumulative_support": 256671}, {"value_label": "4", "support": 256535, "support_share": 0.2502756070672481, "cumulative_support": 513206}, {"value_label": "3", "support": 255943, "support_share": 0.24969805172632462, "cumulative_support": 769149}, {"value_label": "2", "support": 255861, "support_share": 0.2496180525068048, "cumulative_support": 1025010}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..08abefd2dd516be9a560109181577c71d97646a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_da67ce6e84a623e8
+-- problem_id: v2p_c10_bcba3fe960a783d6
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s2" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s2"
+), 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_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0574cfbc001a190c43fdb1dce079a709f937870f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/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_a\n-- sql_source_dataset_id: c10\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_c10_da67ce6e84a623e8\n-- problem_id: v2p_c10_bcba3fe960a783d6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"s2\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"s2\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_da67ce6e84a623e8\\n-- problem_id: v2p_c10_bcba3fe960a783d6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"s2\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s2\\\"\\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\": 256671, \"support_share\": 0.25040828869962245, \"cumulative_support\": 256671}, {\"value_label\": \"4\", \"support\": 256535, \"support_share\": 0.2502756070672481, \"cumulative_support\": 513206}, {\"value_label\": \"3\", \"support\": 255943, \"support_share\": 0.24969805172632462, \"cumulative_support\": 769149}, {\"value_label\": \"2\", \"support\": 255861, \"support_share\": 0.2496180525068048, \"cumulative_support\": 1025010}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 386.1}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..61c816d6b9956d7181da538fe74a47a358168b8d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:39.517580+00:00",
+  "ended_at": "2026-05-19T16:12:39.904951+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_da67ce6e84a623e8",
+    "problem_id": "v2p_c10_bcba3fe960a783d6",
+    "dataset_id": "c10",
+    "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=s2.",
+    "bindings": {
+      "group_col": "s2"
+    },
+    "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=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_a/c10/sql/v2q_c10_da67ce6e84a623e8.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_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_da67ce6e84a623e8/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_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c219bafb504699056e9a393b8757fbac02a42c40
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/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=c1, measure_col=c5.
+Result preview: [{"c1": "1", "percentile_measure": 12.0}, {"c1": "10", "percentile_measure": 12.0}, {"c1": "11", "percentile_measure": 12.0}, {"c1": "12", "percentile_measure": 12.0}, {"c1": "13", "percentile_measure": 12.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cd9484ffd81a0854c62dd03fe76808273d942628
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/generated_sql.sql
@@ -0,0 +1,74 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_ddab2b9f33bbf9c4
+-- problem_id: v2p_c10_0fbafa47e66285bf
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "c1",
+    CAST("c5" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c1"
+      ORDER BY CAST("c5" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "c1") AS "cnt"
+  FROM "c10"
+  WHERE "c1" IS NOT NULL
+    AND "c5" IS NOT NULL
+),
+"params" AS (
+  SELECT
+    "c1",
+    MAX("cnt") AS "cnt",
+    1.0 + (0.9 * (MAX("cnt") - 1)) AS "pos"
+  FROM "ranked"
+  GROUP BY "c1"
+),
+"bounds" AS (
+  SELECT
+    "c1",
+    "cnt",
+    "pos",
+    CAST("pos" AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN "pos" = CAST("pos" AS INTEGER) THEN CAST("pos" AS INTEGER)
+      ELSE CAST("pos" AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "params"
+),
+"picked" AS (
+  SELECT
+    b."c1",
+    b."cnt",
+    b."pos",
+    b."lower_rn",
+    b."upper_rn",
+    MAX(CASE WHEN r."rn" = b."lower_rn" THEN r."measure" END) AS "lower_val",
+    MAX(CASE WHEN r."rn" = b."upper_rn" THEN r."measure" END) AS "upper_val"
+  FROM "bounds" AS b
+  JOIN "ranked" AS r
+    ON r."c1" = b."c1"
+  GROUP BY
+    b."c1",
+    b."cnt",
+    b."pos",
+    b."lower_rn",
+    b."upper_rn"
+)
+SELECT
+  "c1",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + (("pos" - "lower_rn") * ("upper_val" - "lower_val"))
+  END AS "percentile_measure"
+FROM "picked"
+WHERE "cnt" >= 5
+ORDER BY "percentile_measure" DESC, "c1";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..41095840a2ae58d05e61d29e33b07b401bb6d880
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/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 \"ranked\" AS (\n  SELECT\n    \"c1\",\n    CAST(\"c5\" AS REAL) AS \"measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"c1\"\n      ORDER BY CAST(\"c5\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (PARTITION BY \"c1\") AS \"cnt\"\n  FROM \"c10\"\n  WHERE \"c1\" IS NOT NULL\n    AND \"c5\" IS NOT NULL\n),\n\"params\" AS (\n  SELECT\n    \"c1\",\n    MAX(\"cnt\") AS \"cnt\",\n    1.0 + (0.9 * (MAX(\"cnt\") - 1)) AS \"pos\"\n  FROM \"ranked\"\n  GROUP BY \"c1\"\n),\n\"bounds\" AS (\n  SELECT\n    \"c1\",\n    \"cnt\",\n    \"pos\",\n    CAST(\"pos\" AS INTEGER) AS \"lower_rn\",\n    CASE\n      WHEN \"pos\" = CAST(\"pos\" AS INTEGER) THEN CAST(\"pos\" AS INTEGER)\n      ELSE CAST(\"pos\" AS INTEGER) + 1\n    END AS \"upper_rn\"\n  FROM \"params\"\n),\n\"picked\" AS (\n  SELECT\n    b.\"c1\",\n    b.\"cnt\",\n    b.\"pos\",\n    b.\"lower_rn\",\n    b.\"upper_rn\",\n    MAX(CASE WHEN r.\"rn\" = b.\"lower_rn\" THEN r.\"measure\" END) AS \"lower_val\",\n    MAX(CASE WHEN r.\"rn\" = b.\"upper_rn\" THEN r.\"measure\" END) AS \"upper_val\"\n  FROM \"bounds\" AS b\n  JOIN \"ranked\" AS r\n    ON r.\"c1\" = b.\"c1\"\n  GROUP BY\n    b.\"c1\",\n    b.\"cnt\",\n    b.\"pos\",\n    b.\"lower_rn\",\n    b.\"upper_rn\"\n)\nSELECT\n  \"c1\",\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, \"c1\";", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"c1\\\",\\n    CAST(\\\"c5\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c1\\\"\\n      ORDER BY CAST(\\\"c5\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"c1\\\") AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"c1\\\" IS NOT NULL\\n    AND \\\"c5\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n  SELECT\\n    \\\"c1\\\",\\n    MAX(\\\"cnt\\\") AS \\\"cnt\\\",\\n    1.0 + (0.9 * (MAX(\\\"cnt\\\") - 1)) AS \\\"pos\\\"\\n  FROM \\\"ranked\\\"\\n  GROUP BY \\\"c1\\\"\\n),\\n\\\"bounds\\\" AS (\\n  SELECT\\n    \\\"c1\\\",\\n    \\\"cnt\\\",\\n    \\\"pos\\\",\\n    CAST(\\\"pos\\\" AS INTEGER) AS \\\"lower_rn\\\",\\n    CASE\\n      WHEN \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN CAST(\\\"pos\\\" AS INTEGER)\\n      ELSE CAST(\\\"pos\\\" AS INTEGER) + 1\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"params\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    b.\\\"c1\\\",\\n    b.\\\"cnt\\\",\\n    b.\\\"pos\\\",\\n    b.\\\"lower_rn\\\",\\n    b.\\\"upper_rn\\\",\\n    MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"lower_val\\\",\\n    MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"upper_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"upper_val\\\"\\n  FROM \\\"bounds\\\" AS b\\n  JOIN \\\"ranked\\\" AS r\\n    ON r.\\\"c1\\\" = b.\\\"c1\\\"\\n  GROUP BY\\n    b.\\\"c1\\\",\\n    b.\\\"cnt\\\",\\n    b.\\\"pos\\\",\\n    b.\\\"lower_rn\\\",\\n    b.\\\"upper_rn\\\"\\n)\\nSELECT\\n  \\\"c1\\\",\\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, \\\"c1\\\";\", \"columns\": [\"c1\", \"percentile_measure\"], \"rows\": [{\"c1\": \"1\", \"percentile_measure\": 12.0}, {\"c1\": \"10\", \"percentile_measure\": 12.0}, {\"c1\": \"11\", \"percentile_measure\": 12.0}, {\"c1\": \"12\", \"percentile_measure\": 12.0}, {\"c1\": \"13\", \"percentile_measure\": 12.0}, {\"c1\": \"2\", \"percentile_measure\": 12.0}, {\"c1\": \"3\", \"percentile_measure\": 12.0}, {\"c1\": \"4\", \"percentile_measure\": 12.0}, {\"c1\": \"5\", \"percentile_measure\": 12.0}, {\"c1\": \"6\", \"percentile_measure\": 12.0}, {\"c1\": \"7\", \"percentile_measure\": 12.0}, {\"c1\": \"8\", \"percentile_measure\": 12.0}, {\"c1\": \"9\", \"percentile_measure\": 12.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5245.24}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..90ebc8643e8262d095c3d4a79cf8c653f80bbe74
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:57:21.117262+00:00",
+  "ended_at": "2026-05-19T15:58:23.968461+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_ddab2b9f33bbf9c4",
+    "problem_id": "v2p_c10_0fbafa47e66285bf",
+    "dataset_id": "c10",
+    "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=c1, measure_col=c5.",
+    "bindings": {
+      "group_col": "c1",
+      "measure_col": "c5",
+      "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": 11.0,
+      "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=1/2",
+      "binding_index=89"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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_a/c10/sql/v2q_c10_ddab2b9f33bbf9c4.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_ddab2b9f33bbf9c4",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 13696,
+    "output_tokens": 3778,
+    "total_tokens": 17963,
+    "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": 56585.42,
+    "sql_execution_elapsed_ms_total": 5245.24,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/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_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4fba3bf3533dbed4bccbbc0970d2c83d632facba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:57:24.461704+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": 3328.96, "started_at": "2026-05-19T15:57:21.131986+00:00", "ended_at": "2026-05-19T15:57:24.460975+00:00", "prompt_metrics": {"chars": 6548, "bytes_utf8": 6548, "lines": 228, "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\":\"019e40f4-bc7d-7e83-844f-24272baed7af\"}\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": "2026-05-19T15:58:18.721163+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": 53256.46, "started_at": "2026-05-19T15:57:25.462937+00:00", "ended_at": "2026-05-19T15:58:18.719444+00:00", "prompt_metrics": {"chars": 6548, "bytes_utf8": 6548, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1820, "bytes_utf8": 1820, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 13696, "output_tokens": 3778, "reasoning_output_tokens": 3150}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"c1\\\",\\n    CAST(\\\"c5\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c1\\\"\\n      ORDER BY CAST(\\\"c5\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"c1\\\") AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"c1\\\" IS NOT NULL\\n    AND \\\"c5\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n  SELECT\\n    \\\"c1\\\",\\n    MAX(\\\"cnt\\\") AS \\\"cnt\\\",\\n    1.0 + (0.9 * (MAX(\\\"cnt\\\") - 1)) AS \\\"pos\\\"\\n  FROM \\\"ranked\\\"\\n  GROUP BY \\\"c1\\\"\\n),\\n\\\"bounds\\\" AS (\\n  SELECT\\n    \\\"c1\\\",\\n    \\\"cnt\\\",\\n    \\\"pos\\\",\\n    CAST(\\\"pos\\\" AS INTEGER) AS \\\"lower_rn\\\",\\n    CASE\\n      WHEN \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN CAST(\\\"pos\\\" AS INTEGER)\\n      ELSE CAST(\\\"pos\\\" AS INTEGER) + 1\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"params\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    b.\\\"c1\\\",\\n    b.\\\"cnt\\\",\\n    b.\\\"pos\\\",\\n    b.\\\"lower_rn\\\",\\n    b.\\\"upper_rn\\\",\\n    MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN r.\\\"mea"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..29166ff036458e232a8f03a2fb7188858b31475d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_ddab2b9f33bbf9c4",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 13696,
+  "output_tokens": 3778,
+  "total_tokens": 17963,
+  "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": 56585.42,
+  "sql_execution_elapsed_ms_total": 5245.24,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ddab2b9f33bbf9c4/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_a/c10/artifacts/v2q_c10_e206d7f3ebfd5b5d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e206d7f3ebfd5b5d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..09805ef102272bdeae94797aa3b8e1ce51101206
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e206d7f3ebfd5b5d/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:05:27.383725+00:00",
+  "ended_at": "2026-05-19T16:05:34.372405+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_e206d7f3ebfd5b5d",
+    "problem_id": "v2p_c10_8d25585100aeab5d",
+    "dataset_id": "c10",
+    "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=s2, condition_col=s5.",
+    "bindings": {
+      "group_col": "s2",
+      "condition_col": "s5",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "4",
+      "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",
+      "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=6",
+      "sql_variant_index=1/2",
+      "binding_index=101"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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_a/c10/artifacts/v2q_c10_e206d7f3ebfd5b5d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e206d7f3ebfd5b5d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..295f4cafdfcf13e5ff2e10bb10f0b3e4b5cf7c1e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e206d7f3ebfd5b5d/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:05:30.402815+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": 3003.56, "started_at": "2026-05-19T16:05:27.398484+00:00", "ended_at": "2026-05-19T16:05:30.402076+00:00", "prompt_metrics": {"chars": 6606, "bytes_utf8": 6606, "lines": 231, "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-2818-70c0-8e21-93ee7e6ef987\"}\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": "2026-05-19T16:05:34.372320+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": 2967.73, "started_at": "2026-05-19T16:05:31.403808+00:00", "ended_at": "2026-05-19T16:05:34.371577+00:00", "prompt_metrics": {"chars": 6606, "bytes_utf8": 6606, "lines": 231, "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-37a0-73c0-9b58-f21ccc5ade5f\"}\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_a/c10/artifacts/v2q_c10_e29b419605654ed9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..320656f1009931f03a2fcadf68d4163614b7d7d1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/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=class, condition_col=s1.
+Result preview: [{"class": "6", "condition_ratio": 1.1130434782608696}, {"class": "0", "condition_ratio": 1.003861818807214}, {"class": "2", "condition_ratio": 1.0032927230819888}, {"class": "8", "condition_ratio": 1.0}, {"class": "1", "condition_ratio": 0.9999907640017733}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..09d5b92602f80ddc9973a3d89cfc383254e0cd0b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_e29b419605654ed9
+-- problem_id: v2p_c10_da296b92ddd3896b
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "class",
+           SUM(CASE WHEN "s1" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "s1" = '2' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "class"
+)
+SELECT "class",
+       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_a/c10/artifacts/v2q_c10_e29b419605654ed9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..64990d0546ff5097f6ad76d64b0b4aa05d77e33c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/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 \"class\",\n           SUM(CASE WHEN \"s1\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"s1\" = '2' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c10\"\n    GROUP BY \"class\"\n)\nSELECT \"class\",\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 \\\"class\\\",\\n           SUM(CASE WHEN \\\"s1\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"s1\\\" = '2' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"class\", \"condition_ratio\"], \"rows\": [{\"class\": \"6\", \"condition_ratio\": 1.1130434782608696}, {\"class\": \"0\", \"condition_ratio\": 1.003861818807214}, {\"class\": \"2\", \"condition_ratio\": 1.0032927230819888}, {\"class\": \"8\", \"condition_ratio\": 1.0}, {\"class\": \"1\", \"condition_ratio\": 0.9999907640017733}, {\"class\": \"3\", \"condition_ratio\": 0.9815770081061165}, {\"class\": \"4\", \"condition_ratio\": 0.9608826479438315}, {\"class\": \"5\", \"condition_ratio\": 0.9302325581395349}, {\"class\": \"7\", \"condition_ratio\": 0.921875}, {\"class\": \"9\", \"condition_ratio\": 0.5}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 520.69}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..961fd5797bb28c6f3dac7b21884b87a7c31665a1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:43:20.541967+00:00",
+  "ended_at": "2026-05-19T15:43:32.705357+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_e29b419605654ed9",
+    "problem_id": "v2p_c10_da296b92ddd3896b",
+    "dataset_id": "c10",
+    "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=class, condition_col=s1.",
+    "bindings": {
+      "group_col": "class",
+      "condition_col": "s1",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "2",
+      "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": 12.0,
+      "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=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_a/c10/sql/v2q_c10_e29b419605654ed9.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_e29b419605654ed9",
+    "api_calls": 0,
+    "input_tokens": 14355,
+    "cached_input_tokens": 13696,
+    "output_tokens": 410,
+    "total_tokens": 14765,
+    "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": 11626.86,
+    "sql_execution_elapsed_ms_total": 520.69,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/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_a/c10/artifacts/v2q_c10_e29b419605654ed9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..687f572ce595eb23f616274e97b06e510d8838bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:43:32.182597+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": 11626.86, "started_at": "2026-05-19T15:43:20.554862+00:00", "ended_at": "2026-05-19T15:43:32.181753+00:00", "prompt_metrics": {"chars": 7182, "bytes_utf8": 7182, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 604, "bytes_utf8": 604, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14355, "cached_input_tokens": 13696, "output_tokens": 410, "reasoning_output_tokens": 230}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"class\\\",\\n           SUM(CASE WHEN \\\"s1\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"s1\\\" = '2' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes the grouped ratio by \\\"class\\\" of rows where \\\"s1\\\" = '1' over rows where \\\"s1\\\" = '2', using NULLIF to avoid division by zero.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc606f5a27d4aac4aa03fea05b78521618fe4b62
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_e29b419605654ed9",
+  "api_calls": 0,
+  "input_tokens": 14355,
+  "cached_input_tokens": 13696,
+  "output_tokens": 410,
+  "total_tokens": 14765,
+  "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": 11626.86,
+  "sql_execution_elapsed_ms_total": 520.69,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e29b419605654ed9/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_a/c10/artifacts/v2q_c10_e2b7fba924f2736d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e2b7fba924f2736d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..44bfe2894bef28793492299cf8f9d2543f2a3c72
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e2b7fba924f2736d/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:09:24.380163+00:00",
+  "ended_at": "2026-05-19T16:09:32.536504+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_e2b7fba924f2736d",
+    "problem_id": "v2p_c10_938846d63aa2d100",
+    "dataset_id": "c10",
+    "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=s3.",
+    "bindings": {
+      "group_col": "s3",
+      "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": 10.0,
+      "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=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/2",
+      "binding_index=125"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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_a/c10/artifacts/v2q_c10_e2b7fba924f2736d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e2b7fba924f2736d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3c3db5c3c578a147ac063f990b83fd580dbbedaa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e2b7fba924f2736d/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:27.375033+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": 2977.76, "started_at": "2026-05-19T16:09:24.396303+00:00", "ended_at": "2026-05-19T16:09:27.374106+00:00", "prompt_metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 226, "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-c5b2-7c01-b238-cd1df3246d89\"}\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": "2026-05-19T16:09:32.536413+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": 4159.08, "started_at": "2026-05-19T16:09:28.376481+00:00", "ended_at": "2026-05-19T16:09:32.535603+00:00", "prompt_metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 226, "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-d533-7150-864a-9a4e66544b0e\"}\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_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..67f088356825a519be0913d257a7321a91d36a5f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=s1.
+Result preview: [{"s1": "2", "support": 255696}, {"s1": "4", "support": 256077}, {"s1": "1", "support": 256087}, {"s1": "3", "support": 257150}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6e7b80957545f7c3ba74ac1ba1375b5fe89b0882
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/generated_sql.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_e6adc0896ac7fb3d
+-- problem_id: v2p_c10_a053ac78fdd6a599
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "s1",
+    COUNT(*) AS support
+FROM "c10"
+GROUP BY "s1"
+ORDER BY support ASC, "s1"
+LIMIT 16;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..45d88674704b0c661ebdd3ad7ca45527b58d643f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/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    \"s1\",\n    COUNT(*) AS support\nFROM \"c10\"\nGROUP BY \"s1\"\nORDER BY support ASC, \"s1\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"s1\\\",\\n    COUNT(*) AS support\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\"\\nORDER BY support ASC, \\\"s1\\\"\\nLIMIT 16;\", \"columns\": [\"s1\", \"support\"], \"rows\": [{\"s1\": \"2\", \"support\": 255696}, {\"s1\": \"4\", \"support\": 256077}, {\"s1\": \"1\", \"support\": 256087}, {\"s1\": \"3\", \"support\": 257150}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 390.28}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9e5683b230b9546ddecb9b10021058e145e084c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:08:25.167819+00:00",
+  "ended_at": "2026-05-19T16:08:33.284255+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_e6adc0896ac7fb3d",
+    "problem_id": "v2p_c10_a053ac78fdd6a599",
+    "dataset_id": "c10",
+    "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": "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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=s1.",
+    "bindings": {
+      "group_col": "s1",
+      "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": 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"
+    ],
+    "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=2",
+      "sql_variant_index=2/2",
+      "binding_index=121"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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_a/c10/sql/v2q_c10_e6adc0896ac7fb3d.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_e6adc0896ac7fb3d",
+    "api_calls": 0,
+    "input_tokens": 14158,
+    "cached_input_tokens": 13696,
+    "output_tokens": 261,
+    "total_tokens": 14419,
+    "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": 7707.97,
+    "sql_execution_elapsed_ms_total": 390.28,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/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_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3546d9c632dc544bb7e52a63abcc9302d0d4ed7f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:08:32.891929+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": 7707.97, "started_at": "2026-05-19T16:08:25.183147+00:00", "ended_at": "2026-05-19T16:08:32.891144+00:00", "prompt_metrics": {"chars": 6373, "bytes_utf8": 6373, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 285, "bytes_utf8": 285, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14158, "cached_input_tokens": 13696, "output_tokens": 261, "reasoning_output_tokens": 170}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"s1\\\",\\n    COUNT(*) AS support\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\"\\nORDER BY support ASC, \\\"s1\\\"\\nLIMIT 16;\",\"notes\":\"Applied the fixed Low-Support Group Count template with group_col bound to \\\"s1\\\" and top_k=16.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7eaba74dbeed64a8ab09cdb40339ada393f3377
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_e6adc0896ac7fb3d",
+  "api_calls": 0,
+  "input_tokens": 14158,
+  "cached_input_tokens": 13696,
+  "output_tokens": 261,
+  "total_tokens": 14419,
+  "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": 7707.97,
+  "sql_execution_elapsed_ms_total": 390.28,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e6adc0896ac7fb3d/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_a/c10/artifacts/v2q_c10_e92d158395756316/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6fbcd1aec261568a018de076f35b5019a001975
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=s1.
+Result preview: [{"s1": "2", "support": 255696}, {"s1": "4", "support": 256077}, {"s1": "1", "support": 256087}, {"s1": "3", "support": 257150}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..45fd9688dface153ccfe3e5958b3656ffd8f873c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/generated_sql.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_e92d158395756316
+-- problem_id: v2p_c10_06469a72a7a35626
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "s1",
+    COUNT(*) AS support
+FROM "c10"
+GROUP BY "s1"
+ORDER BY support ASC, "s1"
+LIMIT 11;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fbec2c0a42a850535838fa11a4c7cc62c3ac363c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/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    \"s1\",\n    COUNT(*) AS support\nFROM \"c10\"\nGROUP BY \"s1\"\nORDER BY support ASC, \"s1\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"s1\\\",\\n    COUNT(*) AS support\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\"\\nORDER BY support ASC, \\\"s1\\\"\\nLIMIT 11;\", \"columns\": [\"s1\", \"support\"], \"rows\": [{\"s1\": \"2\", \"support\": 255696}, {\"s1\": \"4\", \"support\": 256077}, {\"s1\": \"1\", \"support\": 256087}, {\"s1\": \"3\", \"support\": 257150}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 384.35}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..aed072e3520abaae7ddae3ad4ca00a6b83b84d08
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:08:17.043277+00:00",
+  "ended_at": "2026-05-19T16:08:25.167259+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_e92d158395756316",
+    "problem_id": "v2p_c10_06469a72a7a35626",
+    "dataset_id": "c10",
+    "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=s1.",
+    "bindings": {
+      "group_col": "s1",
+      "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"
+    ],
+    "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=2",
+      "sql_variant_index=1/2",
+      "binding_index=121"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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_a/c10/sql/v2q_c10_e92d158395756316.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_e92d158395756316",
+    "api_calls": 0,
+    "input_tokens": 14156,
+    "cached_input_tokens": 12032,
+    "output_tokens": 230,
+    "total_tokens": 14386,
+    "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": 7721.09,
+    "sql_execution_elapsed_ms_total": 384.35,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/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_a/c10/artifacts/v2q_c10_e92d158395756316/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c566690f505498b62e375aa2db416111bac412dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:08:24.781013+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": 7721.09, "started_at": "2026-05-19T16:08:17.059174+00:00", "ended_at": "2026-05-19T16:08:24.780295+00:00", "prompt_metrics": {"chars": 6371, "bytes_utf8": 6371, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 319, "bytes_utf8": 319, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14156, "cached_input_tokens": 12032, "output_tokens": 230, "reasoning_output_tokens": 133}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"s1\\\",\\n    COUNT(*) AS support\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\"\\nORDER BY support ASC, \\\"s1\\\"\\nLIMIT 11;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"s1\\\" to return the least-supported s1 groups by row count.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e54587cd1e5662f2cffae45888823c4871809cc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_e92d158395756316",
+  "api_calls": 0,
+  "input_tokens": 14156,
+  "cached_input_tokens": 12032,
+  "output_tokens": 230,
+  "total_tokens": 14386,
+  "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": 7721.09,
+  "sql_execution_elapsed_ms_total": 384.35,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92d158395756316/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_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..08cb8ee0064734ac2f01042fffbd9a2449fb8d55
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/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=s5, measure_col=c3.
+Result preview: [{"s5": "4", "percentile_measure": 13.0}, {"s5": "3", "percentile_measure": 13.0}, {"s5": "2", "percentile_measure": 13.0}, {"s5": "1", "percentile_measure": 13.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..39522f3ea9aec17177d72e4d7f157caef6096633
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/generated_sql.sql
@@ -0,0 +1,35 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_e92f213ca1a937a8
+-- problem_id: v2p_c10_2181c8269dcf941b
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "s5",
+    CAST("c3" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "s5"
+      ORDER BY CAST("c3" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "s5"
+    ) AS "cnt"
+  FROM "c10"
+  WHERE "s5" IS NOT NULL
+    AND "c3" IS NOT NULL
+)
+SELECT
+  "s5",
+  MIN("measure") AS "percentile_measure"
+FROM "ranked"
+WHERE "rn" >= 0.95 * "cnt"
+GROUP BY "s5"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ad1b84a451a10adda94cec95a34794809196e008
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/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 \"ranked\" AS (\n  SELECT\n    \"s5\",\n    CAST(\"c3\" AS REAL) AS \"measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"s5\"\n      ORDER BY CAST(\"c3\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"s5\"\n    ) AS \"cnt\"\n  FROM \"c10\"\n  WHERE \"s5\" IS NOT NULL\n    AND \"c3\" IS NOT NULL\n)\nSELECT\n  \"s5\",\n  MIN(\"measure\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= 0.95 * \"cnt\"\nGROUP BY \"s5\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"s5\\\",\\n    CAST(\\\"c3\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"s5\\\"\\n      ORDER BY CAST(\\\"c3\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"s5\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"s5\\\" IS NOT NULL\\n    AND \\\"c3\\\" IS NOT NULL\\n)\\nSELECT\\n  \\\"s5\\\",\\n  MIN(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= 0.95 * \\\"cnt\\\"\\nGROUP BY \\\"s5\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"s5\", \"percentile_measure\"], \"rows\": [{\"s5\": \"4\", \"percentile_measure\": 13.0}, {\"s5\": \"3\", \"percentile_measure\": 13.0}, {\"s5\": \"2\", \"percentile_measure\": 13.0}, {\"s5\": \"1\", \"percentile_measure\": 13.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2681.04}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5afc3f40880286253735808cc41825190393384
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:53:52.803134+00:00",
+  "ended_at": "2026-05-19T15:54:13.351090+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_e92f213ca1a937a8",
+    "problem_id": "v2p_c10_2181c8269dcf941b",
+    "dataset_id": "c10",
+    "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=s5, measure_col=c3.",
+    "bindings": {
+      "group_col": "s5",
+      "measure_col": "c3",
+      "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": 8.92,
+      "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
+    },
+    "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_a/c10/sql/v2q_c10_e92f213ca1a937a8.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_e92f213ca1a937a8",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 13696,
+    "output_tokens": 751,
+    "total_tokens": 14936,
+    "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": 16846.45,
+    "sql_execution_elapsed_ms_total": 2681.04,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/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_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2d77789861164663cca8ac5f2bb265860d20dcb5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:53:55.675309+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": 2856.92, "started_at": "2026-05-19T15:53:52.817608+00:00", "ended_at": "2026-05-19T15:53:55.674559+00:00", "prompt_metrics": {"chars": 6552, "bytes_utf8": 6552, "lines": 228, "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\":\"019e40f1-8ecd-7421-b231-92a40a0aa253\"}\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": "2026-05-19T15:54:10.668285+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": 13989.53, "started_at": "2026-05-19T15:53:56.676823+00:00", "ended_at": "2026-05-19T15:54:10.666395+00:00", "prompt_metrics": {"chars": 6552, "bytes_utf8": 6552, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 722, "bytes_utf8": 722, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 13696, "output_tokens": 751, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"s5\\\",\\n    CAST(\\\"c3\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"s5\\\"\\n      ORDER BY CAST(\\\"c3\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"s5\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n  WHERE \\\"s5\\\" IS NOT NULL\\n    AND \\\"c3\\\" IS NOT NULL\\n)\\nSELECT\\n  \\\"s5\\\",\\n  MIN(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= 0.95 * \\\"cnt\\\"\\nGROUP BY \\\"s5\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 95th percentile point for grouped values of \\\"c3\\\" by \\\"s5\\\".\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c15113df7a54e795b55fb0fcdf0319c40fb57b11
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_e92f213ca1a937a8",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 13696,
+  "output_tokens": 751,
+  "total_tokens": 14936,
+  "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": 16846.45,
+  "sql_execution_elapsed_ms_total": 2681.04,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e92f213ca1a937a8/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_a/c10/artifacts/v2q_c10_e95c606c8b51b765/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..18aaff71fe56fc241bff01351a14562a179bc8f5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/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=s5, measure_col=c3.
+Result preview: [{"s5": "1", "percentile_measure": 12.0}, {"s5": "2", "percentile_measure": 12.0}, {"s5": "3", "percentile_measure": 12.0}, {"s5": "4", "percentile_measure": 12.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cb34b45a8cab0508ea66d48cfc6ac70822fa3bda
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/generated_sql.sql
@@ -0,0 +1,59 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_e95c606c8b51b765
+-- problem_id: v2p_c10_d23e683e564e668e
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "s5",
+    CAST("c3" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "s5"
+      ORDER BY CAST("c3" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "s5"
+    ) AS "cnt"
+  FROM "c10"
+),
+"targets" AS (
+  SELECT DISTINCT
+    "s5",
+    (1.0 + 0.9 * ("cnt" - 1)) AS "target_pos",
+    CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) < (1.0 + 0.9 * ("cnt" - 1))
+        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 "ordered"
+),
+"picked" AS (
+  SELECT
+    o."s5",
+    t."target_pos",
+    MAX(CASE WHEN o."rn" = t."lower_rn" THEN o."measure_value" END) AS "lower_val",
+    MAX(CASE WHEN o."rn" = t."upper_rn" THEN o."measure_value" END) AS "upper_val"
+  FROM "ordered" AS o
+  JOIN "targets" AS t
+    ON o."s5" = t."s5"
+  GROUP BY o."s5", t."target_pos"
+)
+SELECT
+  "s5",
+  CASE
+    WHEN "lower_val" IS NULL THEN NULL
+    WHEN "upper_val" IS NULL THEN "lower_val"
+    WHEN "target_pos" = CAST("target_pos" AS INTEGER) THEN "lower_val"
+    ELSE "lower_val" + ("target_pos" - CAST("target_pos" AS INTEGER)) * ("upper_val" - "lower_val")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4f08b3322023d9846c65e63b8ebdcd1ad9a56006
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/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    \"s5\",\n    CAST(\"c3\" AS REAL) AS \"measure_value\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"s5\"\n      ORDER BY CAST(\"c3\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"s5\"\n    ) AS \"cnt\"\n  FROM \"c10\"\n),\n\"targets\" AS (\n  SELECT DISTINCT\n    \"s5\",\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 CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) < (1.0 + 0.9 * (\"cnt\" - 1))\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 \"ordered\"\n),\n\"picked\" AS (\n  SELECT\n    o.\"s5\",\n    t.\"target_pos\",\n    MAX(CASE WHEN o.\"rn\" = t.\"lower_rn\" THEN o.\"measure_value\" END) AS \"lower_val\",\n    MAX(CASE WHEN o.\"rn\" = t.\"upper_rn\" THEN o.\"measure_value\" END) AS \"upper_val\"\n  FROM \"ordered\" AS o\n  JOIN \"targets\" AS t\n    ON o.\"s5\" = t.\"s5\"\n  GROUP BY o.\"s5\", t.\"target_pos\"\n)\nSELECT\n  \"s5\",\n  CASE\n    WHEN \"lower_val\" IS NULL THEN NULL\n    WHEN \"upper_val\" IS NULL THEN \"lower_val\"\n    WHEN \"target_pos\" = CAST(\"target_pos\" AS INTEGER) THEN \"lower_val\"\n    ELSE \"lower_val\" + (\"target_pos\" - CAST(\"target_pos\" AS INTEGER)) * (\"upper_val\" - \"lower_val\")\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    \\\"s5\\\",\\n    CAST(\\\"c3\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"s5\\\"\\n      ORDER BY CAST(\\\"c3\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"s5\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n),\\n\\\"targets\\\" AS (\\n  SELECT DISTINCT\\n    \\\"s5\\\",\\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 CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) < (1.0 + 0.9 * (\\\"cnt\\\" - 1))\\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 \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    o.\\\"s5\\\",\\n    t.\\\"target_pos\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_val\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"upper_val\\\"\\n  FROM \\\"ordered\\\" AS o\\n  JOIN \\\"targets\\\" AS t\\n    ON o.\\\"s5\\\" = t.\\\"s5\\\"\\n  GROUP BY o.\\\"s5\\\", t.\\\"target_pos\\\"\\n)\\nSELECT\\n  \\\"s5\\\",\\n  CASE\\n    WHEN \\\"lower_val\\\" IS NULL THEN NULL\\n    WHEN \\\"upper_val\\\" IS NULL THEN \\\"lower_val\\\"\\n    WHEN \\\"target_pos\\\" = CAST(\\\"target_pos\\\" AS INTEGER) THEN \\\"lower_val\\\"\\n    ELSE \\\"lower_val\\\" + (\\\"target_pos\\\" - CAST(\\\"target_pos\\\" AS INTEGER)) * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"s5\", \"percentile_measure\"], \"rows\": [{\"s5\": \"1\", \"percentile_measure\": 12.0}, {\"s5\": \"2\", \"percentile_measure\": 12.0}, {\"s5\": \"3\", \"percentile_measure\": 12.0}, {\"s5\": \"4\", \"percentile_measure\": 12.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4837.34}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1bb01248d1968e98563a0f8b6546e21f31540da8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:53:25.778742+00:00",
+  "ended_at": "2026-05-19T15:53:52.802454+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_e95c606c8b51b765",
+    "problem_id": "v2p_c10_d23e683e564e668e",
+    "dataset_id": "c10",
+    "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=s5, measure_col=c3.",
+    "bindings": {
+      "group_col": "s5",
+      "measure_col": "c3",
+      "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": 10.0,
+      "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=1/2",
+      "binding_index=85"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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_a/c10/sql/v2q_c10_e95c606c8b51b765.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_e95c606c8b51b765",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 13696,
+    "output_tokens": 1105,
+    "total_tokens": 15290,
+    "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": 22167.51,
+    "sql_execution_elapsed_ms_total": 4837.34,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/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_a/c10/artifacts/v2q_c10_e95c606c8b51b765/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bb76145ca27b056f69585864227a003598028005
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:53:47.962348+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": 22167.51, "started_at": "2026-05-19T15:53:25.793277+00:00", "ended_at": "2026-05-19T15:53:47.960861+00:00", "prompt_metrics": {"chars": 6548, "bytes_utf8": 6548, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1703, "bytes_utf8": 1703, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 13696, "output_tokens": 1105, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"s5\\\",\\n    CAST(\\\"c3\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"s5\\\"\\n      ORDER BY CAST(\\\"c3\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"s5\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n),\\n\\\"targets\\\" AS (\\n  SELECT DISTINCT\\n    \\\"s5\\\",\\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 CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) < (1.0 + 0.9 * (\\\"cnt\\\" - 1))\\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 \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    o.\\\"s5\\\",\\n    t.\\\"target_pos\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_val\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = t.\\\"upper_rn\\\" THEN o.\\\"measure_value"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd6fbc65a0cbd291092517a109e8906a7d2a9b69
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_e95c606c8b51b765",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 13696,
+  "output_tokens": 1105,
+  "total_tokens": 15290,
+  "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": 22167.51,
+  "sql_execution_elapsed_ms_total": 4837.34,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e95c606c8b51b765/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_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f54ecbd53034b841407e02e0b6a9bd17d23ecdda
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:11:17.742244+00:00",
+  "ended_at": "2026-05-19T16:11:24.869178+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_e9e965c2627ff3bf",
+    "problem_id": "v2p_c10_2d057cce83e7e6d3",
+    "dataset_id": "c10",
+    "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=s3, measure_col=s4.",
+    "bindings": {
+      "group_col": "s3",
+      "measure_col": "s4",
+      "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": 3.25,
+      "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_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/2",
+      "binding_index=136"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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",
+  "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_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f4f42e077052c9b41693b6023f2cb878d724da72
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_e9e965c2627ff3bf/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:20.805848+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": 3047.99, "started_at": "2026-05-19T16:11:17.756796+00:00", "ended_at": "2026-05-19T16:11:20.804821+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4101-8073-7a72-bb02-0bff182adee4\"}\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": "2026-05-19T16:11:24.869054+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": 3061.3, "started_at": "2026-05-19T16:11:21.806665+00:00", "ended_at": "2026-05-19T16:11:24.868092+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4101-9045-7031-bdb0-72dcfdfa1939\"}\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_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1ad44c30342c7afb9153879ddcabc7bfc8d2500
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:10:40.642419+00:00",
+  "ended_at": "2026-05-19T16:10:48.680206+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_ead67bb484d38e2e",
+    "problem_id": "v2p_c10_d57a429a357f4f27",
+    "dataset_id": "c10",
+    "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=c1, measure_col=c2.",
+    "bindings": {
+      "group_col": "c1",
+      "measure_col": "c2",
+      "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": 11.64,
+      "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
+    },
+    "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=2/2",
+      "binding_index=133"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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",
+  "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_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6382fb61048e487c8f558f9819fc4f49beae4eec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ead67bb484d38e2e/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:44.797364+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": 4140.64, "started_at": "2026-05-19T16:10:40.655803+00:00", "ended_at": "2026-05-19T16:10:44.796478+00:00", "prompt_metrics": {"chars": 6458, "bytes_utf8": 6458, "lines": 228, "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\":\"019e4100-ef83-7643-a67b-1cdbf87b92f3\"}\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": "2026-05-19T16:10:48.680112+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": 2881.06, "started_at": "2026-05-19T16:10:45.798241+00:00", "ended_at": "2026-05-19T16:10:48.679334+00:00", "prompt_metrics": {"chars": 6458, "bytes_utf8": 6458, "lines": 228, "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\":\"019e4101-03b9-7762-a010-e366c2814244\"}\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_a/c10/artifacts/v2q_c10_ed72b63222fbca99/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed72b63222fbca99/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d9e2761312c7205d1001002375e4aec6d979123
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed72b63222fbca99/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:06:44.769515+00:00",
+  "ended_at": "2026-05-19T16:06:51.742555+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_ed72b63222fbca99",
+    "problem_id": "v2p_c10_9ce0c7cbd353663c",
+    "dataset_id": "c10",
+    "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=s1.",
+    "bindings": {
+      "measure_col": "s1",
+      "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": 3.25,
+      "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=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",
+  "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_a/c10/artifacts/v2q_c10_ed72b63222fbca99/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed72b63222fbca99/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..af08239fc81848fbcc184136712688cfb346d985
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ed72b63222fbca99/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:47.987510+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": 3201.19, "started_at": "2026-05-19T16:06:44.785344+00:00", "ended_at": "2026-05-19T16:06:47.986563+00:00", "prompt_metrics": {"chars": 6320, "bytes_utf8": 6320, "lines": 226, "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-564c-7fd3-8afe-14218f9bfd13\"}\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": "2026-05-19T16:06:51.742454+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": 2752.74, "started_at": "2026-05-19T16:06:48.988841+00:00", "ended_at": "2026-05-19T16:06:51.741614+00:00", "prompt_metrics": {"chars": 6320, "bytes_utf8": 6320, "lines": 226, "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-66b7-7851-8543-bee8c0e6da75\"}\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_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..99733ce57881007ce6a521604838125e1a53b248
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/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=c3, measure_col=c3.
+Result preview: [{"c3": "13", "total_measure": 1023945}, {"c3": "12", "total_measure": 946260}, {"c3": "11", "total_measure": 867515}, {"c3": "10", "total_measure": 790730}, {"c3": "9", "total_measure": 705069}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..61d2e547efb36f1c3a32d6bbd55557931161dc1c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_ee08fea28e7e4078
+-- problem_id: v2p_c10_f108423a1b25ec58
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c3", SUM(CAST("c3" AS NUMERIC)) AS "total_measure"
+FROM "c10"
+GROUP BY "c3"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..424f3739a4a286d1a51c706af4a73519157d1d85
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/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 \"c3\", SUM(CAST(\"c3\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c10\"\nGROUP BY \"c3\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c3\\\", SUM(CAST(\\\"c3\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c3\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"c3\", \"total_measure\"], \"rows\": [{\"c3\": \"13\", \"total_measure\": 1023945}, {\"c3\": \"12\", \"total_measure\": 946260}, {\"c3\": \"11\", \"total_measure\": 867515}, {\"c3\": \"10\", \"total_measure\": 790730}, {\"c3\": \"9\", \"total_measure\": 705069}, {\"c3\": \"8\", \"total_measure\": 631240}, {\"c3\": \"7\", \"total_measure\": 556108}, {\"c3\": \"6\", \"total_measure\": 471522}, {\"c3\": \"5\", \"total_measure\": 394355}, {\"c3\": \"4\", \"total_measure\": 314992}, {\"c3\": \"3\", \"total_measure\": 235554}, {\"c3\": \"2\", \"total_measure\": 157938}, {\"c3\": \"1\", \"total_measure\": 79069}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 505.24}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..af5e8fdbb7dea941258cdd9d81e8b820dcbf0ae4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:30:26.237983+00:00",
+  "ended_at": "2026-05-19T15:30:38.511239+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_ee08fea28e7e4078",
+    "problem_id": "v2p_c10_f108423a1b25ec58",
+    "dataset_id": "c10",
+    "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_conditional_contrast",
+    "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=c3, measure_col=c3.",
+    "bindings": {
+      "group_col": "c3",
+      "measure_col": "c3",
+      "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": 10.0,
+      "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=6",
+      "sql_variant_index=1/2",
+      "binding_index=5"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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_a/c10/sql/v2q_c10_ee08fea28e7e4078.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_ee08fea28e7e4078",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 316,
+    "total_tokens": 14463,
+    "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": 11751.9,
+    "sql_execution_elapsed_ms_total": 505.24,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/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_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c818e1b21380978096e60b40199aa2d9a34c868c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:30:38.003653+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": 11751.9, "started_at": "2026-05-19T15:30:26.250851+00:00", "ended_at": "2026-05-19T15:30:38.002777+00:00", "prompt_metrics": {"chars": 6370, "bytes_utf8": 6370, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 320, "bytes_utf8": 320, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 316, "reasoning_output_tokens": 217}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c3\\\", SUM(CAST(\\\"c3\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c3\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required grouped-sum template with \\\"c3\\\" as both group and measure. CAST is applied because the schema stores \\\"c3\\\" as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb5a50d907b49491fb5a85ef9f8e7c7ce992bd89
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_ee08fea28e7e4078",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 316,
+  "total_tokens": 14463,
+  "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": 11751.9,
+  "sql_execution_elapsed_ms_total": 505.24,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ee08fea28e7e4078/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_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8364fb10a7fcec9f321f067c0f5ef21a6832d18
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/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=s2, measure_col=c5.
+Result preview: [{"s2": "4", "group_value": 1794465.0}, {"s2": "1", "group_value": 1790924.0}, {"s2": "2", "group_value": 1789482.0}, {"s2": "3", "group_value": 1788748.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..881f6ba426dd446801b637f30d3c3f1e01fe7a03
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_ef0f66175b1c0c50
+-- problem_id: v2p_c10_6b9bab631ba2730d
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s2", SUM(CAST("c5" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "s2"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."s2", 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_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ba6c512c2e3c3637058d633fe468093af34f25ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/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 \"s2\", SUM(CAST(\"c5\" AS REAL)) AS group_value\n    FROM \"c10\"\n    GROUP BY \"s2\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"s2\", 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 \\\"s2\\\", SUM(CAST(\\\"c5\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s2\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"s2\\\", 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\": [\"s2\", \"group_value\"], \"rows\": [{\"s2\": \"4\", \"group_value\": 1794465.0}, {\"s2\": \"1\", \"group_value\": 1790924.0}, {\"s2\": \"2\", \"group_value\": 1789482.0}, {\"s2\": \"3\", \"group_value\": 1788748.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 560.81}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0a4dceb8fcd300b39e58b183b6475014fc540af
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:51:26.108938+00:00",
+  "ended_at": "2026-05-19T15:51:38.841797+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_ef0f66175b1c0c50",
+    "problem_id": "v2p_c10_6b9bab631ba2730d",
+    "dataset_id": "c10",
+    "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=s2, measure_col=c5.",
+    "bindings": {
+      "group_col": "s2",
+      "measure_col": "c5",
+      "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": 9.92,
+      "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
+    },
+    "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=8",
+      "sql_variant_index=2/2",
+      "binding_index=79"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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_a/c10/sql/v2q_c10_ef0f66175b1c0c50.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_ef0f66175b1c0c50",
+    "api_calls": 0,
+    "input_tokens": 14283,
+    "cached_input_tokens": 13696,
+    "output_tokens": 557,
+    "total_tokens": 14840,
+    "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": 12153.18,
+    "sql_execution_elapsed_ms_total": 560.81,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/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_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..576d660bf11f4f8eec8c1b0812beddc7dfb0c4d9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:51:38.278279+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": 12153.18, "started_at": "2026-05-19T15:51:26.124066+00:00", "ended_at": "2026-05-19T15:51:38.277276+00:00", "prompt_metrics": {"chars": 6927, "bytes_utf8": 6927, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 605, "bytes_utf8": 605, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 13696, "output_tokens": 557, "reasoning_output_tokens": 385}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"s2\\\", SUM(CAST(\\\"c5\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s2\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"s2\\\", 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=\\\"s2\\\" and measure_col=\\\"c5\\\". CAST(\\\"c5\\\" AS REAL) is used because the SQLite schema stores fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..51e81e38a871c00a3004b7e2863ce8224002eadf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_ef0f66175b1c0c50",
+  "api_calls": 0,
+  "input_tokens": 14283,
+  "cached_input_tokens": 13696,
+  "output_tokens": 557,
+  "total_tokens": 14840,
+  "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": 12153.18,
+  "sql_execution_elapsed_ms_total": 560.81,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ef0f66175b1c0c50/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_a/c10/artifacts/v2q_c10_f06a2e3710be2021/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a9888fbd3cea44cf221fd06b1e5bef15c014b538
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/final_answer.txt
@@ -0,0 +1 @@
+No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=c4, measure_col=c2.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6300b8cdb0d4de1732704e0f7c14689670e72e6a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/generated_sql.sql
@@ -0,0 +1,27 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_f06a2e3710be2021
+-- problem_id: v2p_c10_cae03c5c8bf22131
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT "c4", SUM(CAST("c2" AS REAL)) AS "group_value"
+    FROM "c10"
+    GROUP BY "c4"
+),
+"total" AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM "grouped"
+)
+SELECT g."c4", 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_a/c10/artifacts/v2q_c10_f06a2e3710be2021/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7cad92341ff386b77ff1764be195783740bc4d5c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/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 \"c4\", SUM(CAST(\"c2\" AS REAL)) AS \"group_value\"\n    FROM \"c10\"\n    GROUP BY \"c4\"\n),\n\"total\" AS (\n    SELECT SUM(\"group_value\") AS \"total_value\"\n    FROM \"grouped\"\n)\nSELECT g.\"c4\", 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 \\\"c4\\\", SUM(CAST(\\\"c2\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c4\\\"\\n),\\n\\\"total\\\" AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"c4\\\", 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\": [\"c4\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 566.95}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc20b25b7ac4c77f59ea3013b0957a317cb32f85
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:48:33.458173+00:00",
+  "ended_at": "2026-05-19T15:48:47.762206+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_f06a2e3710be2021",
+    "problem_id": "v2p_c10_cae03c5c8bf22131",
+    "dataset_id": "c10",
+    "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=c4, measure_col=c2.",
+    "bindings": {
+      "group_col": "c4",
+      "measure_col": "c2",
+      "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": 12.0,
+      "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=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_a/c10/sql/v2q_c10_f06a2e3710be2021.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_f06a2e3710be2021",
+    "api_calls": 0,
+    "input_tokens": 14285,
+    "cached_input_tokens": 12032,
+    "output_tokens": 674,
+    "total_tokens": 14959,
+    "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": 13720.17,
+    "sql_execution_elapsed_ms_total": 566.95,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/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_a/c10/artifacts/v2q_c10_f06a2e3710be2021/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0223c18f210574aaed96c65a6b6bd4be6c903083
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:48:47.193167+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": 13720.17, "started_at": "2026-05-19T15:48:33.472160+00:00", "ended_at": "2026-05-19T15:48:47.192363+00:00", "prompt_metrics": {"chars": 6926, "bytes_utf8": 6926, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 662, "bytes_utf8": 662, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14285, "cached_input_tokens": 12032, "output_tokens": 674, "reasoning_output_tokens": 471}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n    SELECT \\\"c4\\\", SUM(CAST(\\\"c2\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c4\\\"\\n),\\n\\\"total\\\" AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"c4\\\", 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=\\\"c4\\\", measure_col=\\\"c2\\\", and fraction_threshold=0.1. CAST is used because \\\"c2\\\" is stored as TEXT in the schema.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c22d9f732042e43861351d4191450474abe1e38b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_f06a2e3710be2021",
+  "api_calls": 0,
+  "input_tokens": 14285,
+  "cached_input_tokens": 12032,
+  "output_tokens": 674,
+  "total_tokens": 14959,
+  "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": 13720.17,
+  "sql_execution_elapsed_ms_total": 566.95,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f06a2e3710be2021/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_a/c10/artifacts/v2q_c10_f136548ccd94872a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f136548ccd94872a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a23337fcde12e0c0006ba6d27c98b6373a23ed29
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f136548ccd94872a/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:11:03.245842+00:00",
+  "ended_at": "2026-05-19T16:11:10.686837+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_f136548ccd94872a",
+    "problem_id": "v2p_c10_1509ecbeeb0839f4",
+    "dataset_id": "c10",
+    "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=c2, measure_col=c3.",
+    "bindings": {
+      "group_col": "c2",
+      "measure_col": "c3",
+      "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": 10.0,
+      "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=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_a/c10/artifacts/v2q_c10_f136548ccd94872a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f136548ccd94872a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3506e3ddec519e7a10b065dfb4bab5845817f19f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f136548ccd94872a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:06.730972+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": 3468.87, "started_at": "2026-05-19T16:11:03.260923+00:00", "ended_at": "2026-05-19T16:11:06.729819+00:00", "prompt_metrics": {"chars": 6452, "bytes_utf8": 6452, "lines": 228, "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\":\"019e4101-47d8-7b60-afa0-2663662289ae\"}\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": "2026-05-19T16:11:10.686743+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": 2953.95, "started_at": "2026-05-19T16:11:07.731951+00:00", "ended_at": "2026-05-19T16:11:10.685934+00:00", "prompt_metrics": {"chars": 6452, "bytes_utf8": 6452, "lines": 228, "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\":\"019e4101-5951-7e00-ac0e-a52ac42d6985\"}\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_a/c10/artifacts/v2q_c10_f2590e155901b642/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0ab75e7eb06b151ddf6eba4bc3141098a2d58e58
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/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=s5.
+Result preview: [{"s5": 4}, {"s5": 4}, {"s5": 4}, {"s5": 4}, {"s5": 4}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..23fdf1a17aed89f180cd5d30c9e11ff3325ddaf0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/generated_sql.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_f2590e155901b642
+-- problem_id: v2p_c10_8f999991c0a5496a
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+    SELECT
+        CAST("s5" AS INTEGER) AS "s5",
+        NTILE(10) OVER (ORDER BY CAST("s5" AS INTEGER) DESC) AS "tail_bucket"
+    FROM "c10"
+)
+SELECT "s5"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY "s5" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0d9aacb723308d5b60bd9eab73ebdcc4789072a6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/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(\"s5\" AS INTEGER) AS \"s5\",\n        NTILE(10) OVER (ORDER BY CAST(\"s5\" AS INTEGER) DESC) AS \"tail_bucket\"\n    FROM \"c10\"\n)\nSELECT \"s5\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"s5\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n    SELECT\\n        CAST(\\\"s5\\\" AS INTEGER) AS \\\"s5\\\",\\n        NTILE(10) OVER (ORDER BY CAST(\\\"s5\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"s5\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"s5\\\" DESC;\", \"columns\": [\"s5\"], \"rows\": [{\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}, {\"s5\": 4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1382.36}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd54dfec7b9624161acf2d491152005d92057e52
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:47:55.169374+00:00",
+  "ended_at": "2026-05-19T15:48:07.679527+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_f2590e155901b642",
+    "problem_id": "v2p_c10_8f999991c0a5496a",
+    "dataset_id": "c10",
+    "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=s5.",
+    "bindings": {
+      "measure_col": "s5",
+      "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": 3.25,
+      "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": "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_a/c10/sql/v2q_c10_f2590e155901b642.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_f2590e155901b642",
+    "api_calls": 0,
+    "input_tokens": 14201,
+    "cached_input_tokens": 13696,
+    "output_tokens": 536,
+    "total_tokens": 14737,
+    "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": 11099.54,
+    "sql_execution_elapsed_ms_total": 1382.36,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/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_a/c10/artifacts/v2q_c10_f2590e155901b642/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2667d78bce5929bcc31763d24628edeadd8bee2d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:48:06.290869+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": 11099.54, "started_at": "2026-05-19T15:47:55.190225+00:00", "ended_at": "2026-05-19T15:48:06.289807+00:00", "prompt_metrics": {"chars": 6554, "bytes_utf8": 6554, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14201, "cached_input_tokens": 13696, "output_tokens": 536, "reasoning_output_tokens": 381}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n    SELECT\\n        CAST(\\\"s5\\\" AS INTEGER) AS \\\"s5\\\",\\n        NTILE(10) OVER (ORDER BY CAST(\\\"s5\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"s5\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"s5\\\" DESC;\",\"notes\":\"Used the Quantile Tail Slice template with measure_col bound to \\\"s5\\\" and num_tiles=10. Cast \\\"s5\\\" to INTEGER because the schema stores numeric-discrete fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8cdf5c25e87f9a6d108a2ae1c9137b3363407f1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_f2590e155901b642",
+  "api_calls": 0,
+  "input_tokens": 14201,
+  "cached_input_tokens": 13696,
+  "output_tokens": 536,
+  "total_tokens": 14737,
+  "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": 11099.54,
+  "sql_execution_elapsed_ms_total": 1382.36,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f2590e155901b642/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_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d585a3086ff2922291f1214eedeb5cafa6f3bdd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/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=c3, condition_col=s2.
+Result preview: [{"c3": "8", "condition_ratio": 1.0226548854412822}, {"c3": "7", "condition_ratio": 1.0125246199686884}, {"c3": "1", "condition_ratio": 1.0121382842509603}, {"c3": "5", "condition_ratio": 1.0100652470790552}, {"c3": "2", "condition_ratio": 1.0097215189873419}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..26998648391b10665c71ce04bc970d9f14433b3c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_f3a66bb297cf2911
+-- problem_id: v2p_c10_54315b0addab883e
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c3",
+           SUM(CASE WHEN "s2" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "s2" = '2' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "c3"
+)
+SELECT "c3",
+       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_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8db408fdbbc85879a58efa694652dd4a5fae8e1b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/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 \"c3\",\n           SUM(CASE WHEN \"s2\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"s2\" = '2' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c10\"\n    GROUP BY \"c3\"\n)\nSELECT \"c3\",\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 \\\"c3\\\",\\n           SUM(CASE WHEN \\\"s2\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"s2\\\" = '2' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c3\\\"\\n)\\nSELECT \\\"c3\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"c3\", \"condition_ratio\"], \"rows\": [{\"c3\": \"8\", \"condition_ratio\": 1.0226548854412822}, {\"c3\": \"7\", \"condition_ratio\": 1.0125246199686884}, {\"c3\": \"1\", \"condition_ratio\": 1.0121382842509603}, {\"c3\": \"5\", \"condition_ratio\": 1.0100652470790552}, {\"c3\": \"2\", \"condition_ratio\": 1.0097215189873419}, {\"c3\": \"12\", \"condition_ratio\": 1.0055169595422966}, {\"c3\": \"11\", \"condition_ratio\": 1.0030436767615278}, {\"c3\": \"10\", \"condition_ratio\": 1.0007090043553124}, {\"c3\": \"4\", \"condition_ratio\": 0.999342404775153}, {\"c3\": \"6\", \"condition_ratio\": 0.9928832858885726}, {\"c3\": \"13\", \"condition_ratio\": 0.9918530513105961}, {\"c3\": \"9\", \"condition_ratio\": 0.9913621262458472}, {\"c3\": \"3\", \"condition_ratio\": 0.9895669789820207}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 573.74}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..54cf1dd6cff3bfc97f4568aeda652f7f34477747
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:42:04.989460+00:00",
+  "ended_at": "2026-05-19T15:42:22.366032+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_f3a66bb297cf2911",
+    "problem_id": "v2p_c10_54315b0addab883e",
+    "dataset_id": "c10",
+    "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=c3, condition_col=s2.",
+    "bindings": {
+      "group_col": "c3",
+      "condition_col": "s2",
+      "condition_value": "1",
+      "positive_value": "1",
+      "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": 3.25,
+      "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": "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_a/c10/sql/v2q_c10_f3a66bb297cf2911.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_f3a66bb297cf2911",
+    "api_calls": 0,
+    "input_tokens": 14356,
+    "cached_input_tokens": 12032,
+    "output_tokens": 400,
+    "total_tokens": 14756,
+    "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": 16787.17,
+    "sql_execution_elapsed_ms_total": 573.74,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/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_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6f4642a78f9124027079fc4c2829619b8e9033ae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:42:21.790264+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": 16787.17, "started_at": "2026-05-19T15:42:05.002116+00:00", "ended_at": "2026-05-19T15:42:21.789323+00:00", "prompt_metrics": {"chars": 7177, "bytes_utf8": 7177, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 664, "bytes_utf8": 664, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14356, "cached_input_tokens": 12032, "output_tokens": 400, "reasoning_output_tokens": 211}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"c3\\\",\\n           SUM(CASE WHEN \\\"s2\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"s2\\\" = '2' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c3\\\"\\n)\\nSELECT \\\"c3\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned grouped ratio template with group_col=\\\"c3\\\" and condition_col=\\\"s2\\\", using positive_value='1' and negative_value='2'. Identifiers are double-quoted and NULLIF avoids division-by-zero.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c21cc9a24afad49df3cda1ab236bb337e20a3810
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_f3a66bb297cf2911",
+  "api_calls": 0,
+  "input_tokens": 14356,
+  "cached_input_tokens": 12032,
+  "output_tokens": 400,
+  "total_tokens": 14756,
+  "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": 16787.17,
+  "sql_execution_elapsed_ms_total": 573.74,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f3a66bb297cf2911/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_a/c10/artifacts/v2q_c10_f4592938dd917a42/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b829c859a0d34f953008615f50e56b81642fb180
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/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=c1, measure_col=c1.
+Result preview: [{"c1": "13", "total_measure": 1024829}, {"c1": "12", "total_measure": 946296}, {"c1": "11", "total_measure": 870738}, {"c1": "10", "total_measure": 787610}, {"c1": "9", "total_measure": 705618}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3fcd693e4b1058e5ed1114ce224196a8b052e884
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_f4592938dd917a42
+-- problem_id: v2p_c10_274444d624b2d35a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c1", SUM(CAST("c1" AS INTEGER)) AS "total_measure"
+FROM "c10"
+GROUP BY "c1"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2c5d28151d023b00ca003398c19918cc321d1ead
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/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 \"c1\", SUM(CAST(\"c1\" AS INTEGER)) AS \"total_measure\"\nFROM \"c10\"\nGROUP BY \"c1\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c1\\\", SUM(CAST(\\\"c1\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c1\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"c1\", \"total_measure\"], \"rows\": [{\"c1\": \"13\", \"total_measure\": 1024829}, {\"c1\": \"12\", \"total_measure\": 946296}, {\"c1\": \"11\", \"total_measure\": 870738}, {\"c1\": \"10\", \"total_measure\": 787610}, {\"c1\": \"9\", \"total_measure\": 705618}, {\"c1\": \"8\", \"total_measure\": 630288}, {\"c1\": \"7\", \"total_measure\": 549794}, {\"c1\": \"6\", \"total_measure\": 474852}, {\"c1\": \"5\", \"total_measure\": 393845}, {\"c1\": \"4\", \"total_measure\": 316068}, {\"c1\": \"3\", \"total_measure\": 236070}, {\"c1\": \"2\", \"total_measure\": 157636}, {\"c1\": \"1\", \"total_measure\": 79234}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 482.75}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7f1b652728480c900b7da7e9f442d72dd0ebc22
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:28:51.917717+00:00",
+  "ended_at": "2026-05-19T15:29:01.719914+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_f4592938dd917a42",
+    "problem_id": "v2p_c10_274444d624b2d35a",
+    "dataset_id": "c10",
+    "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_conditional_contrast",
+    "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=c1, measure_col=c1.",
+    "bindings": {
+      "group_col": "c1",
+      "measure_col": "c1",
+      "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": 7.56,
+      "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=2/2",
+      "binding_index=1"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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_a/c10/sql/v2q_c10_f4592938dd917a42.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_f4592938dd917a42",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 386,
+    "total_tokens": 14533,
+    "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": 9301.75,
+    "sql_execution_elapsed_ms_total": 482.75,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/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_a/c10/artifacts/v2q_c10_f4592938dd917a42/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..41a1b1d7aabd9bf92c7a73301c3c454f10b0ed28
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:29:01.234767+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": 9301.75, "started_at": "2026-05-19T15:28:51.932296+00:00", "ended_at": "2026-05-19T15:29:01.234071+00:00", "prompt_metrics": {"chars": 6373, "bytes_utf8": 6373, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 343, "bytes_utf8": 343, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 386, "reasoning_output_tokens": 281}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"c1\\\", SUM(CAST(\\\"c1\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"c1\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the planned Grouped Numeric Sum template with group_col=\\\"c1\\\" and measure_col=\\\"c1\\\". CAST is applied because \\\"c1\\\" is stored as TEXT in SQLite schema.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..710fcfa8325fa0d7d5967ab51e5eb27a51f705fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_f4592938dd917a42",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 386,
+  "total_tokens": 14533,
+  "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": 9301.75,
+  "sql_execution_elapsed_ms_total": 482.75,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f4592938dd917a42/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_a/c10/artifacts/v2q_c10_f5c86084847c1f17/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f5c86084847c1f17/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9416cfc5f1dced0079c716eb0055f0090f43932
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f5c86084847c1f17/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:09:46.959705+00:00",
+  "ended_at": "2026-05-19T16:09:54.308155+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_f5c86084847c1f17",
+    "problem_id": "v2p_c10_3e226f402486ad21",
+    "dataset_id": "c10",
+    "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=c3.",
+    "bindings": {
+      "group_col": "c3",
+      "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": 3.25,
+      "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=2/2",
+      "binding_index=126"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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",
+  "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_a/c10/artifacts/v2q_c10_f5c86084847c1f17/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f5c86084847c1f17/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..20d072b151cd77dbfd3edae5cf1b533a4d292b88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f5c86084847c1f17/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:50.372711+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": 3397.53, "started_at": "2026-05-19T16:09:46.974399+00:00", "ended_at": "2026-05-19T16:09:50.371956+00:00", "prompt_metrics": {"chars": 6374, "bytes_utf8": 6374, "lines": 226, "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\":\"019e4100-1dcf-7a00-a6c8-7858fd06f27f\"}\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": "2026-05-19T16:09:54.308044+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": 2933.72, "started_at": "2026-05-19T16:09:51.373567+00:00", "ended_at": "2026-05-19T16:09:54.307311+00:00", "prompt_metrics": {"chars": 6374, "bytes_utf8": 6374, "lines": 226, "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\":\"019e4100-2f37-7691-b169-0450e34f8484\"}\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_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..57d23b524561a0db3d7b7f7841b9624b3428af70
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/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=c5, group_col_2=class.
+Result preview: [{"c5": "3", "class": "2", "row_count": 3826}, {"c5": "9", "class": "2", "row_count": 3819}, {"c5": "6", "class": "2", "row_count": 3812}, {"c5": "12", "class": "2", "row_count": 3802}, {"c5": "1", "class": "2", "row_count": 3793}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..34106cf579900e3208b7677483d65332c9c066b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_f65969c0a6b486e4
+-- problem_id: v2p_c10_09915ded6e3770eb
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c5", "class", COUNT(*) AS row_count
+FROM "c10"
+WHERE "class" = '2'
+GROUP BY "c5", "class"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..161288fcebebee4263833f2162a934e3d1bd45d4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/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 \"c5\", \"class\", COUNT(*) AS row_count\nFROM \"c10\"\nWHERE \"class\" = '2'\nGROUP BY \"c5\", \"class\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"c5\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nWHERE \\\"class\\\" = '2'\\nGROUP BY \\\"c5\\\", \\\"class\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"c5\", \"class\", \"row_count\"], \"rows\": [{\"c5\": \"3\", \"class\": \"2\", \"row_count\": 3826}, {\"c5\": \"9\", \"class\": \"2\", \"row_count\": 3819}, {\"c5\": \"6\", \"class\": \"2\", \"row_count\": 3812}, {\"c5\": \"12\", \"class\": \"2\", \"row_count\": 3802}, {\"c5\": \"1\", \"class\": \"2\", \"row_count\": 3793}, {\"c5\": \"2\", \"class\": \"2\", \"row_count\": 3783}, {\"c5\": \"10\", \"class\": \"2\", \"row_count\": 3757}, {\"c5\": \"13\", \"class\": \"2\", \"row_count\": 3753}, {\"c5\": \"4\", \"class\": \"2\", \"row_count\": 3740}, {\"c5\": \"7\", \"class\": \"2\", \"row_count\": 3732}, {\"c5\": \"5\", \"class\": \"2\", \"row_count\": 3694}, {\"c5\": \"11\", \"class\": \"2\", \"row_count\": 3691}, {\"c5\": \"8\", \"class\": \"2\", \"row_count\": 3626}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 93.06}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..094b2aeeacb94f40437ab53a4ba742fced144c4a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/run_manifest.json
@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:45:14.577161+00:00",
+  "ended_at": "2026-05-19T15:45:25.306762+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_f65969c0a6b486e4",
+    "problem_id": "v2p_c10_09915ded6e3770eb",
+    "dataset_id": "c10",
+    "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=c5, group_col_2=class.",
+    "bindings": {
+      "group_col": "c5",
+      "group_col_2": "class",
+      "predicate_col": "class",
+      "predicate_op": "=",
+      "predicate_value": "2",
+      "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": 3.25,
+      "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=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_a/c10/sql/v2q_c10_f65969c0a6b486e4.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_f65969c0a6b486e4",
+    "api_calls": 0,
+    "input_tokens": 14237,
+    "cached_input_tokens": 13696,
+    "output_tokens": 306,
+    "total_tokens": 14543,
+    "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": 10621.64,
+    "sql_execution_elapsed_ms_total": 93.06,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/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_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4f25e0aa68c21f8a3eca07ddf881fce4e4172a76
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:45:25.211909+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": 10621.64, "started_at": "2026-05-19T15:45:14.589484+00:00", "ended_at": "2026-05-19T15:45:25.211156+00:00", "prompt_metrics": {"chars": 6683, "bytes_utf8": 6683, "lines": 232, "estimated_tokens": null}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14237, "cached_input_tokens": 13696, "output_tokens": 306, "reasoning_output_tokens": 182}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"c5\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c10\\\"\\nWHERE \\\"class\\\" = '2'\\nGROUP BY \\\"c5\\\", \\\"class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned template with group_col=\\\"c5\\\", group_col_2=\\\"class\\\", and predicate \\\"class\\\" = '2'. Since the filter and second grouping column are both \\\"class\\\", the grouped \\\"class\\\" value will be constant within the result.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..75e8ba7df2e17be6b5d56a4b81138fee830399b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_f65969c0a6b486e4",
+  "api_calls": 0,
+  "input_tokens": 14237,
+  "cached_input_tokens": 13696,
+  "output_tokens": 306,
+  "total_tokens": 14543,
+  "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": 10621.64,
+  "sql_execution_elapsed_ms_total": 93.06,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f65969c0a6b486e4/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_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ceec7975783b47140954cf632e01e36557805a31
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/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=s4, condition_col=s3.
+Result preview: [{"s4": "1", "condition_ratio": 1.0791562863311743}, {"s4": "4", "condition_ratio": 0.9952635693373596}, {"s4": "3", "condition_ratio": 0.9925994731312147}, {"s4": "2", "condition_ratio": 0.922482403275521}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e87e24d886f45ed8fcacc19a881e0ed816554cc8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_f6fe13b810157e4b
+-- problem_id: v2p_c10_712d3c61d5512ba8
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s4",
+           SUM(CASE WHEN "s3" = '2' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "s3" = '1' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "s4"
+)
+SELECT "s4",
+       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_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8fc40a069975406dde04c6ac695f09a171fa8f09
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/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 \"s4\",\n           SUM(CASE WHEN \"s3\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"s3\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c10\"\n    GROUP BY \"s4\"\n)\nSELECT \"s4\",\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 \\\"s4\\\",\\n           SUM(CASE WHEN \\\"s3\\\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"s3\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s4\\\"\\n)\\nSELECT \\\"s4\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"s4\", \"condition_ratio\"], \"rows\": [{\"s4\": \"1\", \"condition_ratio\": 1.0791562863311743}, {\"s4\": \"4\", \"condition_ratio\": 0.9952635693373596}, {\"s4\": \"3\", \"condition_ratio\": 0.9925994731312147}, {\"s4\": \"2\", \"condition_ratio\": 0.922482403275521}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 513.21}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5143f90a09207b00852b577022715038b79fc162
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:42:22.366654+00:00",
+  "ended_at": "2026-05-19T15:42:37.343612+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_f6fe13b810157e4b",
+    "problem_id": "v2p_c10_712d3c61d5512ba8",
+    "dataset_id": "c10",
+    "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=s4, condition_col=s3.",
+    "bindings": {
+      "group_col": "s4",
+      "condition_col": "s3",
+      "condition_value": "2",
+      "positive_value": "2",
+      "negative_value": "1",
+      "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": 11.0,
+      "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_a/c10/sql/v2q_c10_f6fe13b810157e4b.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_f6fe13b810157e4b",
+    "api_calls": 0,
+    "input_tokens": 14356,
+    "cached_input_tokens": 13696,
+    "output_tokens": 523,
+    "total_tokens": 14879,
+    "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": 14446.12,
+    "sql_execution_elapsed_ms_total": 513.21,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/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_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e1f1d12bc07dbacb3c4e40d74195352b8ed52f55
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:42:36.827881+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": 14446.12, "started_at": "2026-05-19T15:42:22.379974+00:00", "ended_at": "2026-05-19T15:42:36.826147+00:00", "prompt_metrics": {"chars": 7176, "bytes_utf8": 7176, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 652, "bytes_utf8": 652, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14356, "cached_input_tokens": 13696, "output_tokens": 523, "reasoning_output_tokens": 327}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"s4\\\",\\n           SUM(CASE WHEN \\\"s3\\\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"s3\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s4\\\"\\n)\\nSELECT \\\"s4\\\",\\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=\\\"s4\\\" and condition_col=\\\"s3\\\", comparing the count of rows where \\\"s3\\\"='2' against the count where \\\"s3\\\"='1' within each \\\"s4\\\" group.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9403b8251fa83cc5a4ff73572a41ec3b662abed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_f6fe13b810157e4b",
+  "api_calls": 0,
+  "input_tokens": 14356,
+  "cached_input_tokens": 13696,
+  "output_tokens": 523,
+  "total_tokens": 14879,
+  "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": 14446.12,
+  "sql_execution_elapsed_ms_total": 513.21,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f6fe13b810157e4b/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_a/c10/artifacts/v2q_c10_f7e014c1190977ef/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f7e014c1190977ef/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..983488d07a11f0594d816835926efd237e8e6ff9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f7e014c1190977ef/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "3", "support": 256914, "support_share": 0.25064535955746775, "support_rank": 1}, {"value_label": "2", "support": 256530, "support_share": 0.2502707290660579, "support_rank": 2}, {"value_label": "4", "support": 255816, "support_share": 0.24957415049609272, "support_rank": 3}, {"value_label": "1", "support": 255750, "support_share": 0.24950976088038165, "support_rank": 4}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f7e014c1190977ef/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f7e014c1190977ef/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a82dac714d590d2fe9c9ef0cd6a612c86ad475d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f7e014c1190977ef/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_f7e014c1190977ef
+-- problem_id: v2p_c10_54835c38b046874d
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s4" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s4"
+)
+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_a/c10/artifacts/v2q_c10_f7e014c1190977ef/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f7e014c1190977ef/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d47c76c7906d6e8178696829dec39f796b7a0200
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f7e014c1190977ef/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_a\n-- sql_source_dataset_id: c10\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_c10_f7e014c1190977ef\n-- problem_id: v2p_c10_54835c38b046874d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"s4\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"s4\"\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_a\\n-- sql_source_dataset_id: c10\\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_c10_f7e014c1190977ef\\n-- problem_id: v2p_c10_54835c38b046874d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"s4\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s4\\\"\\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\": \"3\", \"support\": 256914, \"support_share\": 0.25064535955746775, \"support_rank\": 1}, {\"value_label\": \"2\", \"support\": 256530, \"support_share\": 0.2502707290660579, \"support_rank\": 2}, {\"value_label\": \"4\", \"support\": 255816, \"support_share\": 0.24957415049609272, \"support_rank\": 3}, {\"value_label\": \"1\", \"support\": 255750, \"support_share\": 0.24950976088038165, \"support_rank\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 431.89}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f7e014c1190977ef/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f7e014c1190977ef/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9924e0bdd50b66fabc2193d2173430f778e76484
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f7e014c1190977ef/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:46.450236+00:00",
+  "ended_at": "2026-05-19T16:12:46.883521+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_f7e014c1190977ef",
+    "problem_id": "v2p_c10_54835c38b046874d",
+    "dataset_id": "c10",
+    "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=s4.",
+    "bindings": {
+      "group_col": "s4"
+    },
+    "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_a/c10/sql/v2q_c10_f7e014c1190977ef.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_a/c10/artifacts/v2q_c10_f7e014c1190977ef/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f7e014c1190977ef/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_f7e014c1190977ef/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_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..08fba175337f2c8bdeb7b372268d360d91832310
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/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=c4, measure_col=c2.
+Result preview: [{"c4": "2", "group_value": 561788.0}, {"c4": "1", "group_value": 561508.0}, {"c4": "3", "group_value": 558993.0}, {"c4": "7", "group_value": 556444.0}, {"c4": "4", "group_value": 556156.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ba0c2729eec231d4e0b3915020547c62287c32d2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_facdd4c747f3ea49
+-- problem_id: v2p_c10_11d67ad1ef4c7021
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c4", SUM(CAST("c2" AS REAL)) AS "group_value"
+    FROM "c10"
+    GROUP BY "c4"
+), total AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM grouped
+)
+SELECT g."c4", 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_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94dcfee475a3bda4dd2a489e9ed51784e955f44d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/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 \"c4\", SUM(CAST(\"c2\" AS REAL)) AS \"group_value\"\n    FROM \"c10\"\n    GROUP BY \"c4\"\n), total AS (\n    SELECT SUM(\"group_value\") AS \"total_value\"\n    FROM grouped\n)\nSELECT g.\"c4\", 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 \\\"c4\\\", SUM(CAST(\\\"c2\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c4\\\"\\n), total AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM grouped\\n)\\nSELECT g.\\\"c4\\\", 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\": [\"c4\", \"group_value\"], \"rows\": [{\"c4\": \"2\", \"group_value\": 561788.0}, {\"c4\": \"1\", \"group_value\": 561508.0}, {\"c4\": \"3\", \"group_value\": 558993.0}, {\"c4\": \"7\", \"group_value\": 556444.0}, {\"c4\": \"4\", \"group_value\": 556156.0}, {\"c4\": \"5\", \"group_value\": 555553.0}, {\"c4\": \"6\", \"group_value\": 551385.0}, {\"c4\": \"9\", \"group_value\": 550843.0}, {\"c4\": \"8\", \"group_value\": 548181.0}, {\"c4\": \"10\", \"group_value\": 546859.0}, {\"c4\": \"11\", \"group_value\": 546107.0}, {\"c4\": \"12\", \"group_value\": 544422.0}, {\"c4\": \"13\", \"group_value\": 543283.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 554.29}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fbaff590963654b8ad1a59aa51e13ff93bed8df
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:48:47.762775+00:00",
+  "ended_at": "2026-05-19T15:49:02.004212+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_facdd4c747f3ea49",
+    "problem_id": "v2p_c10_11d67ad1ef4c7021",
+    "dataset_id": "c10",
+    "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=c4, measure_col=c2.",
+    "bindings": {
+      "group_col": "c4",
+      "measure_col": "c2",
+      "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": 11.64,
+      "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
+    },
+    "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_a/c10/sql/v2q_c10_facdd4c747f3ea49.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_facdd4c747f3ea49",
+    "api_calls": 0,
+    "input_tokens": 14283,
+    "cached_input_tokens": 13696,
+    "output_tokens": 698,
+    "total_tokens": 14981,
+    "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": 13669.82,
+    "sql_execution_elapsed_ms_total": 554.29,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/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_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..272d9f884924a311fc8cc56d9343109113627c53
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:49:01.447396+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": 13669.82, "started_at": "2026-05-19T15:48:47.775866+00:00", "ended_at": "2026-05-19T15:49:01.445744+00:00", "prompt_metrics": {"chars": 6928, "bytes_utf8": 6928, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 613, "bytes_utf8": 613, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 13696, "output_tokens": 698, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"c4\\\", SUM(CAST(\\\"c2\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c4\\\"\\n), total AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM grouped\\n)\\nSELECT g.\\\"c4\\\", 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 template with group_col=\\\"c4\\\" and measure_col=\\\"c2\\\". CAST(\\\"c2\\\" AS REAL) is used because the schema stores these numeric-discrete fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b159cea8111d0cfa94f931034905344b7b200f11
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_facdd4c747f3ea49",
+  "api_calls": 0,
+  "input_tokens": 14283,
+  "cached_input_tokens": 13696,
+  "output_tokens": 698,
+  "total_tokens": 14981,
+  "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": 13669.82,
+  "sql_execution_elapsed_ms_total": 554.29,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_facdd4c747f3ea49/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_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b083555f2464744625d21c55232cc091bdcbdcba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/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=s1.
+Result preview: [{"s1": "4"}, {"s1": "4"}, {"s1": "4"}, {"s1": "4"}, {"s1": "4"}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1295bb8959b16207a825188cd2727aa0da1d7364
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/generated_sql.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_fb57cf013d307b6b
+-- problem_id: v2p_c10_13360e72f3bb3704
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+    SELECT
+        "s1",
+        NTILE(10) OVER (ORDER BY CAST("s1" AS INTEGER) DESC) AS "tail_bucket"
+    FROM "c10"
+)
+SELECT "s1"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY CAST("s1" AS INTEGER) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5099b92414b6e160e063c653ef260a28ce86aa86
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/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        \"s1\",\n        NTILE(10) OVER (ORDER BY CAST(\"s1\" AS INTEGER) DESC) AS \"tail_bucket\"\n    FROM \"c10\"\n)\nSELECT \"s1\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"s1\" AS INTEGER) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n    SELECT\\n        \\\"s1\\\",\\n        NTILE(10) OVER (ORDER BY CAST(\\\"s1\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"s1\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"s1\\\" AS INTEGER) DESC;\", \"columns\": [\"s1\"], \"rows\": [{\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}, {\"s1\": \"4\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1339.85}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4a91f16105a735707da7c0110a03877f12cdc4b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:45:53.922591+00:00",
+  "ended_at": "2026-05-19T15:46:09.366437+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_fb57cf013d307b6b",
+    "problem_id": "v2p_c10_13360e72f3bb3704",
+    "dataset_id": "c10",
+    "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=s1.",
+    "bindings": {
+      "measure_col": "s1",
+      "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": 3.25,
+      "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": "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=1",
+      "sql_variant_index=1/1",
+      "binding_index=60"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_fb57cf013d307b6b.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_fb57cf013d307b6b",
+    "api_calls": 0,
+    "input_tokens": 14201,
+    "cached_input_tokens": 13696,
+    "output_tokens": 531,
+    "total_tokens": 14732,
+    "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": 14082.63,
+    "sql_execution_elapsed_ms_total": 1339.85,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/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_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2568b81dea0ab8daa67c07a7b823e4f1d035e322
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:46:08.019390+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": 14082.63, "started_at": "2026-05-19T15:45:53.935817+00:00", "ended_at": "2026-05-19T15:46:08.018478+00:00", "prompt_metrics": {"chars": 6554, "bytes_utf8": 6554, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14201, "cached_input_tokens": 13696, "output_tokens": 531, "reasoning_output_tokens": 379}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n    SELECT\\n        \\\"s1\\\",\\n        NTILE(10) OVER (ORDER BY CAST(\\\"s1\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"s1\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"s1\\\" AS INTEGER) DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"s1\\\". CAST(\\\"s1\\\" AS INTEGER) is applied for numeric ordering because the schema stores \\\"s1\\\" as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..f35947246425e874bb909b5208d25f6de62ba3f2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_fb57cf013d307b6b",
+  "api_calls": 0,
+  "input_tokens": 14201,
+  "cached_input_tokens": 13696,
+  "output_tokens": 531,
+  "total_tokens": 14732,
+  "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": 14082.63,
+  "sql_execution_elapsed_ms_total": 1339.85,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fb57cf013d307b6b/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_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f12bfa7c1058fd8de5f65c4576ca477226bdd1bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/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=c1, measure_col=c5.
+Result preview: [{"c1": "1", "percentile_measure": 13.0}, {"c1": "10", "percentile_measure": 13.0}, {"c1": "11", "percentile_measure": 13.0}, {"c1": "12", "percentile_measure": 13.0}, {"c1": "13", "percentile_measure": 13.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3367027b79c5a7425c6084c10caffad64a0051d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/generated_sql.sql
@@ -0,0 +1,32 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_fd214ba6ffcefc2f
+-- problem_id: v2p_c10_2583507278465a35
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "c1",
+    CAST("c5" AS REAL) AS "percentile_measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c1"
+      ORDER BY CAST("c5" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "c1"
+    ) AS "cnt"
+  FROM "c10"
+)
+SELECT
+  "c1",
+  "percentile_measure"
+FROM "ranked"
+WHERE "rn" = CAST((("cnt" * 95) + 99) / 100 AS INTEGER)
+ORDER BY "percentile_measure" DESC, "c1";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e05f303ff4465935b61fd7343376e0c2a7115149
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/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    \"c1\",\n    CAST(\"c5\" AS REAL) AS \"percentile_measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"c1\"\n      ORDER BY CAST(\"c5\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"c1\"\n    ) AS \"cnt\"\n  FROM \"c10\"\n)\nSELECT\n  \"c1\",\n  \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((\"cnt\" * 95) + 99) / 100 AS INTEGER)\nORDER BY \"percentile_measure\" DESC, \"c1\";", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"c1\\\",\\n    CAST(\\\"c5\\\" AS REAL) AS \\\"percentile_measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c1\\\"\\n      ORDER BY CAST(\\\"c5\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"c1\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n)\\nSELECT\\n  \\\"c1\\\",\\n  \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"c1\\\";\", \"columns\": [\"c1\", \"percentile_measure\"], \"rows\": [{\"c1\": \"1\", \"percentile_measure\": 13.0}, {\"c1\": \"10\", \"percentile_measure\": 13.0}, {\"c1\": \"11\", \"percentile_measure\": 13.0}, {\"c1\": \"12\", \"percentile_measure\": 13.0}, {\"c1\": \"13\", \"percentile_measure\": 13.0}, {\"c1\": \"2\", \"percentile_measure\": 13.0}, {\"c1\": \"3\", \"percentile_measure\": 13.0}, {\"c1\": \"4\", \"percentile_measure\": 13.0}, {\"c1\": \"5\", \"percentile_measure\": 13.0}, {\"c1\": \"6\", \"percentile_measure\": 13.0}, {\"c1\": \"7\", \"percentile_measure\": 13.0}, {\"c1\": \"8\", \"percentile_measure\": 13.0}, {\"c1\": \"9\", \"percentile_measure\": 13.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3104.56}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d787350279e081c9e1aa30fb0b90a4b9ff01351
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:58:23.969037+00:00",
+  "ended_at": "2026-05-19T15:58:56.737219+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_fd214ba6ffcefc2f",
+    "problem_id": "v2p_c10_2583507278465a35",
+    "dataset_id": "c10",
+    "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=c1, measure_col=c5.",
+    "bindings": {
+      "group_col": "c1",
+      "measure_col": "c5",
+      "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": 9.92,
+      "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
+    },
+    "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_a/c10/sql/v2q_c10_fd214ba6ffcefc2f.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_fd214ba6ffcefc2f",
+    "api_calls": 0,
+    "input_tokens": 14185,
+    "cached_input_tokens": 13696,
+    "output_tokens": 1629,
+    "total_tokens": 15814,
+    "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": 29644.74,
+    "sql_execution_elapsed_ms_total": 3104.56,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/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_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..390a892065e2f0f2ed5aa41886248bb898264e08
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:58:53.630443+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": 29644.74, "started_at": "2026-05-19T15:58:23.984887+00:00", "ended_at": "2026-05-19T15:58:53.629654+00:00", "prompt_metrics": {"chars": 6552, "bytes_utf8": 6552, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 702, "bytes_utf8": 702, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14185, "cached_input_tokens": 13696, "output_tokens": 1629, "reasoning_output_tokens": 1402}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"c1\\\",\\n    CAST(\\\"c5\\\" AS REAL) AS \\\"percentile_measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"c1\\\"\\n      ORDER BY CAST(\\\"c5\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"c1\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"c10\\\"\\n)\\nSELECT\\n  \\\"c1\\\",\\n  \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"c1\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile within each \\\"c1\\\" group. \\\"c5\\\" is CAST to REAL because the schema stores values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..52c76f4167fa1f56cba56f95387d9dd7ad0e37c0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_fd214ba6ffcefc2f",
+  "api_calls": 0,
+  "input_tokens": 14185,
+  "cached_input_tokens": 13696,
+  "output_tokens": 1629,
+  "total_tokens": 15814,
+  "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": 29644.74,
+  "sql_execution_elapsed_ms_total": 3104.56,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fd214ba6ffcefc2f/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_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e107c60f535e686975ea1369b5885aa8ba29c08
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/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=c1.
+Result preview: [{"c1": "13"}, {"c1": "13"}, {"c1": "13"}, {"c1": "13"}, {"c1": "13"}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..10a48cff57dd13186b745ff93f1cd3090c3dc7a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/generated_sql.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_fe5c71022ed4db07
+-- problem_id: v2p_c10_a9c359f0df0d25f6
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "c1",
+           NTILE(10) OVER (ORDER BY CAST("c1" AS INTEGER) DESC) AS "tail_bucket"
+    FROM "c10"
+)
+SELECT "c1"
+FROM buckets
+WHERE "tail_bucket" = 1
+ORDER BY CAST("c1" AS INTEGER) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c676fd3e866ddbffb022956e58960361f7d08f93
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/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 \"c1\",\n           NTILE(10) OVER (ORDER BY CAST(\"c1\" AS INTEGER) DESC) AS \"tail_bucket\"\n    FROM \"c10\"\n)\nSELECT \"c1\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"c1\" AS INTEGER) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT \\\"c1\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"c1\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"c1\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"c1\\\" AS INTEGER) DESC;\", \"columns\": [\"c1\"], \"rows\": [{\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}, {\"c1\": \"13\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1410.5}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f7b3f5792830b17c778f36b2b39797d14b0dbe37
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:46:09.366968+00:00",
+  "ended_at": "2026-05-19T15:46:26.736210+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_fe5c71022ed4db07",
+    "problem_id": "v2p_c10_a9c359f0df0d25f6",
+    "dataset_id": "c10",
+    "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=c1.",
+    "bindings": {
+      "measure_col": "c1",
+      "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": [
+      "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=2",
+      "sql_variant_index=1/1",
+      "binding_index=61"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "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_a/c10/sql/v2q_c10_fe5c71022ed4db07.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_fe5c71022ed4db07",
+    "api_calls": 0,
+    "input_tokens": 14201,
+    "cached_input_tokens": 12032,
+    "output_tokens": 483,
+    "total_tokens": 14684,
+    "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": 15938.58,
+    "sql_execution_elapsed_ms_total": 1410.5,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/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_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..40eadc4a1c18413e28f26bc09be7e29e5253080f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:46:25.319338+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": 15938.58, "started_at": "2026-05-19T15:46:09.379776+00:00", "ended_at": "2026-05-19T15:46:25.318386+00:00", "prompt_metrics": {"chars": 6552, "bytes_utf8": 6552, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14201, "cached_input_tokens": 12032, "output_tokens": 483, "reasoning_output_tokens": 341}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT \\\"c1\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"c1\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"c10\\\"\\n)\\nSELECT \\\"c1\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"c1\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"c1\\\" and num_tiles=10. CAST is used for numeric ordering because the SQLite schema stores \\\"c1\\\" as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e1c010ccf91f7a3cef5b0f9d34f57142701f4ba2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_fe5c71022ed4db07",
+  "api_calls": 0,
+  "input_tokens": 14201,
+  "cached_input_tokens": 12032,
+  "output_tokens": 483,
+  "total_tokens": 14684,
+  "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": 15938.58,
+  "sql_execution_elapsed_ms_total": 1410.5,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_fe5c71022ed4db07/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_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4cbb137ca0722ce8108e6469cd84ea4b28bfcdcf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/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=s4, measure_col=s2.
+Result preview: [{"s4": "1", "group_value": 647288.0}, {"s4": "2", "group_value": 643497.0}, {"s4": "3", "group_value": 640247.0}, {"s4": "4", "group_value": 631330.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3938d8592d0d28fde4b539a19c309cdf46053a1c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_ffd2b9cfc88bf6bf
+-- problem_id: v2p_c10_d9083be607543e46
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s4", SUM(CAST("s2" AS REAL)) AS "group_value"
+    FROM "c10"
+    GROUP BY "s4"
+), total AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM grouped
+)
+SELECT g."s4", 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_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c05f47e35cd262f3c8c581ecc0fcb12f4330a2b7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/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 \"s4\", SUM(CAST(\"s2\" AS REAL)) AS \"group_value\"\n    FROM \"c10\"\n    GROUP BY \"s4\"\n), total AS (\n    SELECT SUM(\"group_value\") AS \"total_value\"\n    FROM grouped\n)\nSELECT g.\"s4\", 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 \\\"s4\\\", SUM(CAST(\\\"s2\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s4\\\"\\n), total AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM grouped\\n)\\nSELECT g.\\\"s4\\\", 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\": [\"s4\", \"group_value\"], \"rows\": [{\"s4\": \"1\", \"group_value\": 647288.0}, {\"s4\": \"2\", \"group_value\": 643497.0}, {\"s4\": \"3\", \"group_value\": 640247.0}, {\"s4\": \"4\", \"group_value\": 631330.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 489.12}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..676eade142819840e02e2a027ea20256e855caa2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:48:20.665121+00:00",
+  "ended_at": "2026-05-19T15:48:33.457600+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_ffd2b9cfc88bf6bf",
+    "problem_id": "v2p_c10_d9083be607543e46",
+    "dataset_id": "c10",
+    "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=s4, measure_col=s2.",
+    "bindings": {
+      "group_col": "s4",
+      "measure_col": "s2",
+      "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": 2.98,
+      "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_a/c10/sql/v2q_c10_ffd2b9cfc88bf6bf.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_ffd2b9cfc88bf6bf",
+    "api_calls": 0,
+    "input_tokens": 14285,
+    "cached_input_tokens": 12032,
+    "output_tokens": 618,
+    "total_tokens": 14903,
+    "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": 12285.52,
+    "sql_execution_elapsed_ms_total": 489.12,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/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_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2b622831b8d4f08eeaaad9ee4b2b60f70d424130
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:48:32.966026+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": 12285.52, "started_at": "2026-05-19T15:48:20.678894+00:00", "ended_at": "2026-05-19T15:48:32.964452+00:00", "prompt_metrics": {"chars": 6928, "bytes_utf8": 6928, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 627, "bytes_utf8": 627, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14285, "cached_input_tokens": 12032, "output_tokens": 618, "reasoning_output_tokens": 439}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"s4\\\", SUM(CAST(\\\"s2\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s4\\\"\\n), total AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM grouped\\n)\\nSELECT g.\\\"s4\\\", 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 template with group_col=\\\"s4\\\" and measure_col=\\\"s2\\\". CAST was added because the schema stores these fields as TEXT, but the template requires numeric aggregation.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd439ba869399ad9b650379786acffe71dc13a28
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_ffd2b9cfc88bf6bf",
+  "api_calls": 0,
+  "input_tokens": 14285,
+  "cached_input_tokens": 12032,
+  "output_tokens": 618,
+  "total_tokens": 14903,
+  "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": 12285.52,
+  "sql_execution_elapsed_ms_total": 489.12,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_ffd2b9cfc88bf6bf/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_a/c10/sql/v2q_c10_0319093e40f8634e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0319093e40f8634e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6ea7859af7bf78b2ff521e3ad9023d765bd1c03a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0319093e40f8634e.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0319093e40f8634e
+-- problem_id: v2p_c10_efde5a2ac029b40e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s3", COUNT(*) AS "row_count"
+FROM "c10"
+GROUP BY "s3"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_05ba2cf205f2eb99.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_05ba2cf205f2eb99.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0cad1e6df251d92ebc6f5748456642d257240bba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_05ba2cf205f2eb99.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_05ba2cf205f2eb99
+-- problem_id: v2p_c10_5571431e127b4895
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c5", SUM(CAST("c3" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "c5"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."c5", 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_a/c10/sql/v2q_c10_0691ccbf5c6b7649.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0691ccbf5c6b7649.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b2857dc6354943c617a9ab1a9a736991a722d211
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0691ccbf5c6b7649.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0691ccbf5c6b7649
+-- problem_id: v2p_c10_92807ef4f6d4432a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s4", SUM(CAST("s4" AS NUMERIC)) AS "total_measure"
+FROM "c10"
+GROUP BY "s4"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_08a4f48c038856ff.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_08a4f48c038856ff.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6490a2808d9ab3dcaa25f97b2e68e8da36cdbccd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_08a4f48c038856ff.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_08a4f48c038856ff
+-- problem_id: v2p_c10_902527a455d38020
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c2",
+           SUM(CASE WHEN "class" = '0' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "class" = '1' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "c2"
+)
+SELECT "c2",
+       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_a/c10/sql/v2q_c10_0a27c78763ccabce.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0a27c78763ccabce.sql
new file mode 100644
index 0000000000000000000000000000000000000000..578100eef8e6671190ab8432f98737f6e43888e4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0a27c78763ccabce.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0a27c78763ccabce
+-- problem_id: v2p_c10_bd340f304c661582
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s5" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s5"
+), 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_a/c10/sql/v2q_c10_0a2d21dabad951e9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0a2d21dabad951e9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6c00cbf38728a32d01adde3c744622f8641687ec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0a2d21dabad951e9.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0a2d21dabad951e9
+-- problem_id: v2p_c10_2b6c922cd3ffa8b8
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c2", SUM(CAST("s1" AS NUMERIC)) AS group_value
+    FROM "c10"
+    GROUP BY "c2"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."c2", 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_a/c10/sql/v2q_c10_0b368d0941218364.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0b368d0941218364.sql
new file mode 100644
index 0000000000000000000000000000000000000000..14d4506c7b74e6f7c7f39eb6ba41a52505956876
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0b368d0941218364.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0b368d0941218364
+-- problem_id: v2p_c10_eeec632c49f7811b
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c1" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c1"
+)
+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_a/c10/sql/v2q_c10_0dacd26d3989c0d0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0dacd26d3989c0d0.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3254f41297065a7309aa2350123fb6f9711cca58
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0dacd26d3989c0d0.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0dacd26d3989c0d0
+-- problem_id: v2p_c10_754dca746a6b7784
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c2", SUM(CAST("c2" AS INTEGER)) AS "total_measure"
+FROM "c10"
+GROUP BY "c2"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_100edac51cd38553.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_100edac51cd38553.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0c4a43923f75c39e5efc147893461ab78d3ed552
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_100edac51cd38553.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_100edac51cd38553
+-- problem_id: v2p_c10_4b169e9852122a56
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c3" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c3"
+), 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_a/c10/sql/v2q_c10_1713a14cf96c213d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_1713a14cf96c213d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7cfadcce22c5ada40e4d7d9a93ca15d0584a909c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_1713a14cf96c213d.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_1713a14cf96c213d
+-- problem_id: v2p_c10_ef3762f2d1c50310
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s3" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s3"
+), 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_a/c10/sql/v2q_c10_1c2a40e4ac188d96.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_1c2a40e4ac188d96.sql
new file mode 100644
index 0000000000000000000000000000000000000000..271ac81b2079edf1b896a290a63212da73b177d5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_1c2a40e4ac188d96.sql
@@ -0,0 +1,83 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_1c2a40e4ac188d96
+-- problem_id: v2p_c10_f58bb4fc80d854c4
+-- realization_mode: agent
+-- source_kind: agent
+WITH "eligible_groups" AS (
+  SELECT
+    "c2"
+  FROM "c10"
+  WHERE "c2" IS NOT NULL
+    AND "c1" IS NOT NULL
+  GROUP BY "c2"
+  HAVING COUNT(*) >= 5
+),
+"ordered" AS (
+  SELECT
+    t."c2",
+    CAST(t."c1" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY t."c2"
+      ORDER BY CAST(t."c1" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY t."c2"
+    ) AS "cnt"
+  FROM "c10" AS t
+  INNER JOIN "eligible_groups" AS g
+    ON t."c2" = g."c2"
+  WHERE t."c2" IS NOT NULL
+    AND t."c1" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "c2",
+    "cnt",
+    (1.0 + ("cnt" - 1) * 0.9) AS "pos",
+    CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lower_rn"
+  FROM "ordered"
+),
+"bounds" AS (
+  SELECT
+    "c2",
+    "pos",
+    "lower_rn",
+    CASE
+      WHEN "pos" > "lower_rn" THEN "lower_rn" + 1
+      ELSE "lower_rn"
+    END AS "upper_rn"
+  FROM "positions"
+),
+"picked" AS (
+  SELECT
+    b."c2",
+    b."pos",
+    b."lower_rn",
+    b."upper_rn",
+    MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."measure" END) AS "lower_val",
+    MAX(CASE WHEN o."rn" = b."upper_rn" THEN o."measure" END) AS "upper_val"
+  FROM "bounds" AS b
+  INNER JOIN "ordered" AS o
+    ON o."c2" = b."c2"
+  GROUP BY
+    b."c2",
+    b."pos",
+    b."lower_rn",
+    b."upper_rn"
+)
+SELECT
+  "c2",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + (("pos" - "lower_rn") * ("upper_val" - "lower_val"))
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_1ff3bb366da6925c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_1ff3bb366da6925c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3462deccf2d57bf8a48d7e927d2e71210e9ea4bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_1ff3bb366da6925c.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_1ff3bb366da6925c
+-- problem_id: v2p_c10_c39be86eddf0dd18
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s5", SUM(CAST("s5" AS NUMERIC)) AS total_measure
+FROM "c10"
+GROUP BY "s5"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_21d0cdffe96ab64e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_21d0cdffe96ab64e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..36f03d5a64fd7f5f5d78b6950c402ebb1b23ed2a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_21d0cdffe96ab64e.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_21d0cdffe96ab64e
+-- problem_id: v2p_c10_470881e620678604
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c4", "class", COUNT(*) AS row_count
+FROM "c10"
+WHERE CAST("c4" AS REAL) >= 10.0
+GROUP BY "c4", "class"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_234619b8b1cad9a6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_234619b8b1cad9a6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d9f5a9e0f53dea8d67aa42f381b62ec2f805bc13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_234619b8b1cad9a6.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_234619b8b1cad9a6
+-- problem_id: v2p_c10_df13d8b0e18e6539
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s4" AS "s4", SUM(CAST("s2" AS REAL)) AS "group_value"
+    FROM "c10"
+    GROUP BY "s4"
+), total AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM grouped
+)
+SELECT g."s4", 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_a/c10/sql/v2q_c10_241fa2aa07075b33.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_241fa2aa07075b33.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2ef5a4076622d449a3b59e4a912be4fe82c0da09
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_241fa2aa07075b33.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_241fa2aa07075b33
+-- problem_id: v2p_c10_e21622c1b39d6d8e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s1", "c1", COUNT(*) AS "row_count"
+FROM "c10"
+WHERE CAST("s1" AS REAL) >= 3.25
+GROUP BY "s1", "c1"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_24cef9fa609aba4a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_24cef9fa609aba4a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5af3463767151d1921fad9568c5cf707efc5da99
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_24cef9fa609aba4a.sql
@@ -0,0 +1,55 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_24cef9fa609aba4a
+-- problem_id: v2p_c10_93270cddce0a6150
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "c2",
+    CAST("c1" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c2"
+      ORDER BY CAST("c1" AS REAL)
+    ) AS "rn"
+  FROM "c10"
+),
+"group_counts" AS (
+  SELECT
+    "c2",
+    COUNT(*) AS "cnt"
+  FROM "c10"
+  GROUP BY "c2"
+),
+"bounds" AS (
+  SELECT
+    "c2",
+    1.0 + (0.95 * ("cnt" - 1)) AS "pos",
+    CAST(1.0 + (0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rn",
+    CAST(1.0 + (0.95 * ("cnt" - 1)) AS INTEGER) + CASE
+      WHEN 1.0 + (0.95 * ("cnt" - 1)) > CAST(1.0 + (0.95 * ("cnt" - 1)) AS INTEGER) THEN 1
+      ELSE 0
+    END AS "upper_rn"
+  FROM "group_counts"
+)
+SELECT
+  b."c2",
+  CASE
+    WHEN b."lower_rn" = b."upper_rn" THEN l."measure_value"
+    ELSE l."measure_value" + (b."pos" - b."lower_rn") * (u."measure_value" - l."measure_value")
+  END AS "percentile_measure"
+FROM "bounds" AS b
+JOIN "ranked" AS l
+  ON l."c2" = b."c2"
+ AND l."rn" = b."lower_rn"
+JOIN "ranked" AS u
+  ON u."c2" = b."c2"
+ AND u."rn" = b."upper_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_2993f3605a310e12.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_2993f3605a310e12.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fd14d0c8a094118a26ebb1c7ce64a5d2043ca78f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_2993f3605a310e12.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_2993f3605a310e12
+-- problem_id: v2p_c10_c0cce6228d08e301
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s4", COUNT(*) AS "row_count"
+FROM "c10"
+GROUP BY "s4"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_2af1723933139815.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_2af1723933139815.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0195c4e415996b9121434e6a5543b6b0bc5e4082
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_2af1723933139815.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_2af1723933139815
+-- problem_id: v2p_c10_2ba1fed2256ada3f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s5", COUNT(*) AS row_count
+FROM "c10"
+GROUP BY "s5"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_2cc57744aaf67cf4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_2cc57744aaf67cf4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8ffd49daa8c31bc5fda0d678872b80a423da32cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_2cc57744aaf67cf4.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_2cc57744aaf67cf4
+-- problem_id: v2p_c10_7482268f594dbe93
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("c1" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "c10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_2cf0329fbf639bc5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_2cf0329fbf639bc5.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bfb014c50de619203bdde78cbb5b5bd374e093f4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_2cf0329fbf639bc5.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_2cf0329fbf639bc5
+-- problem_id: v2p_c10_95cd14ab454da001
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c3", COUNT(*) AS row_count
+FROM "c10"
+GROUP BY "c3"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_309f0fdbdc548d7e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_309f0fdbdc548d7e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..423d997c6bd8d07241c2fd2f0f66229507d72f48
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_309f0fdbdc548d7e.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_309f0fdbdc548d7e
+-- problem_id: v2p_c10_5c9d62c48120ac3d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s1",
+       AVG(CASE WHEN "s3" = '2' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c10"
+GROUP BY "s1"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_37598ada26b5bd6e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_37598ada26b5bd6e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a491b40a12392f69e3e3e18ee2a265090a6114d1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_37598ada26b5bd6e.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_37598ada26b5bd6e
+-- problem_id: v2p_c10_f2240d3d82b2145e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c4", "s5", COUNT(*) AS "row_count"
+FROM "c10"
+WHERE CAST("c3" AS REAL) >= 10.0
+GROUP BY "c4", "s5"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3810266597bea75c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3810266597bea75c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0fe90094be181a78229d3f2800ccc6c7ed2135fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3810266597bea75c.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_3810266597bea75c
+-- problem_id: v2p_c10_45ded4b786cf74b4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s5", "c5",
+       SUM(CAST("s1" AS REAL)) AS total_measure,
+       SUM(CAST("s1" AS REAL)) * 100.0 / SUM(SUM(CAST("s1" AS REAL))) OVER (PARTITION BY "s5") AS share_within_group
+FROM "c10"
+GROUP BY "s5", "c5"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_39856f4c7da5eae5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_39856f4c7da5eae5.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ebb7773d7b28b140ca593736d1f0d91dad4c0c09
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_39856f4c7da5eae5.sql
@@ -0,0 +1,54 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_39856f4c7da5eae5
+-- problem_id: v2p_c10_52a72965a73c3065
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "c5",
+    CAST("s4" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c5"
+      ORDER BY CAST("s4" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "c5"
+    ) AS "cnt"
+  FROM "c10"
+  WHERE "c5" IS NOT NULL
+    AND "s4" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "c5",
+    (1.0 + ("cnt" - 1) * 0.95) AS "pos",
+    CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) AS "lower_rn",
+    CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) +
+      CASE
+        WHEN (1.0 + ("cnt" - 1) * 0.95) > CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) THEN 1
+        ELSE 0
+      END AS "upper_rn"
+  FROM "ordered"
+)
+SELECT
+  p."c5",
+  CASE
+    WHEN p."lower_rn" = p."upper_rn" THEN lo."measure"
+    ELSE lo."measure" + (p."pos" - p."lower_rn") * (hi."measure" - lo."measure")
+  END AS "percentile_measure"
+FROM "positions" AS p
+JOIN "ordered" AS lo
+  ON lo."c5" = p."c5"
+ AND lo."rn" = p."lower_rn"
+JOIN "ordered" AS hi
+  ON hi."c5" = p."c5"
+ AND hi."rn" = p."upper_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3a12a32920584860.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3a12a32920584860.sql
new file mode 100644
index 0000000000000000000000000000000000000000..182949ee13e7cda86e72872fd70da9d14c4f779f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3a12a32920584860.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_3a12a32920584860
+-- problem_id: v2p_c10_1eb89cc74dc5b98f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s2", SUM(CAST("s2" AS NUMERIC)) AS total_measure
+FROM "c10"
+GROUP BY "s2"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3b0e3f38ad47b65b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3b0e3f38ad47b65b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4757b1d6b322beb8fe7c8d36d68df76dc3dca9bb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3b0e3f38ad47b65b.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_3b0e3f38ad47b65b
+-- problem_id: v2p_c10_e198cbe459c6985b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "c4",
+  "s5",
+  SUM(CAST("c5" AS REAL)) AS total_measure,
+  SUM(CAST("c5" AS REAL)) * 100.0 / SUM(SUM(CAST("c5" AS REAL))) OVER (PARTITION BY "c4") AS share_within_group
+FROM "c10"
+GROUP BY "c4", "s5"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3d42a0a98fd62b6c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3d42a0a98fd62b6c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2fca9398eb920a65426134c66fd9bbe1b79c36a0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3d42a0a98fd62b6c.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_3d42a0a98fd62b6c
+-- problem_id: v2p_c10_838973dc902b31bd
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT "c2", SUM(CAST("s1" AS NUMERIC)) AS "group_value"
+    FROM "c10"
+    GROUP BY "c2"
+), "total" AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM "grouped"
+)
+SELECT g."c2", 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_a/c10/sql/v2q_c10_3e8d82dc34e9c81a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3e8d82dc34e9c81a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2cb381f488ad8ad777ef13e0fc159e8d9a356872
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_3e8d82dc34e9c81a.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_3e8d82dc34e9c81a
+-- problem_id: v2p_c10_31d310c7d5ea96ad
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c1", COUNT(*) AS "row_count"
+FROM "c10"
+GROUP BY "c1"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_429ea51526d39b1c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_429ea51526d39b1c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6b052f8799f3c42b99adf4927e9c93621eef65e2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_429ea51526d39b1c.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_429ea51526d39b1c
+-- problem_id: v2p_c10_fa6114b9e4bc18b7
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c5", SUM(CAST("c3" AS INTEGER)) AS "group_value"
+    FROM "c10"
+    GROUP BY "c5"
+), total AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM grouped
+)
+SELECT g."c5", 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_a/c10/sql/v2q_c10_4341a2823d283504.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4341a2823d283504.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c8594bcb88dcfaa317b6d517f679216d8a95a454
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4341a2823d283504.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_4341a2823d283504
+-- problem_id: v2p_c10_04397ba39f2ed1db
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s1", SUM(CAST("s1" AS NUMERIC)) AS total_measure
+FROM "c10"
+GROUP BY "s1"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_464ba098ace50b39.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_464ba098ace50b39.sql
new file mode 100644
index 0000000000000000000000000000000000000000..372d929b63cab3009e65d484f764bb42807c3a09
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_464ba098ace50b39.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_464ba098ace50b39
+-- problem_id: v2p_c10_7e7020e741cb287d
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c4",
+           SUM(CASE WHEN "s4" = '2' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "s4" = '4' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "c4"
+)
+SELECT "c4",
+       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_a/c10/sql/v2q_c10_474e11c0d4ef47dd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_474e11c0d4ef47dd.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7b3d14fa3010de44481ce13e63b51a38ddcd4437
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_474e11c0d4ef47dd.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_474e11c0d4ef47dd
+-- problem_id: v2p_c10_3ca668798e392c55
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "c1",
+  "s2",
+  SUM(CAST("s3" AS REAL)) AS total_measure,
+  SUM(CAST("s3" AS REAL)) * 100.0 / SUM(SUM(CAST("s3" AS REAL))) OVER (PARTITION BY "c1") AS share_within_group
+FROM "c10"
+GROUP BY "c1", "s2"
+ORDER BY share_within_group DESC
+LIMIT 19;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_47b5b60a6dc48cfa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_47b5b60a6dc48cfa.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0833972c48f0518f3737e96a89b05cde700d7e41
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_47b5b60a6dc48cfa.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_47b5b60a6dc48cfa
+-- problem_id: v2p_c10_ee29777beb245055
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c3", SUM(CAST("c3" AS NUMERIC)) AS total_measure
+FROM "c10"
+GROUP BY "c3"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_47db2d0184fcf53f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_47db2d0184fcf53f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6d9b7d9cf6cdc5f544ecd01f89a4c0d2ae9de020
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_47db2d0184fcf53f.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_47db2d0184fcf53f
+-- problem_id: v2p_c10_dc6f65c21dfab506
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c4", "s5",
+       SUM(CAST("c5" AS REAL)) AS total_measure,
+       SUM(CAST("c5" AS REAL)) * 100.0 / SUM(SUM(CAST("c5" AS REAL))) OVER (PARTITION BY "c4") AS share_within_group
+FROM "c10"
+GROUP BY "c4", "s5"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_489ba2d451cb96ec.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_489ba2d451cb96ec.sql
new file mode 100644
index 0000000000000000000000000000000000000000..dcf97227492bbd009a61758bc6d5b807d8d6dcf7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_489ba2d451cb96ec.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_489ba2d451cb96ec
+-- problem_id: v2p_c10_d146ebe73602f12d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s1", "s2", COUNT(*) AS "row_count"
+FROM "c10"
+WHERE CAST("c1" AS REAL) >= 9.0
+GROUP BY "s1", "s2"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4c336080e132098a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4c336080e132098a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8fc6ea0ae2053c3533dfedf61547e4254593c139
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4c336080e132098a.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_4c336080e132098a
+-- problem_id: v2p_c10_4bd60f608cfa302a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c1",
+       AVG(CASE WHEN "s4" = '2' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "c10"
+GROUP BY "c1"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4cae26a440f4469e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4cae26a440f4469e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d766c53a22af4d497d0890d8d5b5c143d0afaa29
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4cae26a440f4469e.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_4cae26a440f4469e
+-- problem_id: v2p_c10_c67035082fa32981
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "c2",
+           NTILE(10) OVER (ORDER BY CAST("c2" AS INTEGER) DESC) AS tail_bucket
+    FROM "c10"
+)
+SELECT "c2"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("c2" AS INTEGER) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4d1f539dd71b787e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4d1f539dd71b787e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..93e68025cf7093db67b5393515d82fbeb6eb0080
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4d1f539dd71b787e.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_4d1f539dd71b787e
+-- problem_id: v2p_c10_32c705e00f15d6a1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s3", SUM(CAST("s3" AS INTEGER)) AS "total_measure"
+FROM "c10"
+GROUP BY "s3"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4e32484374bab499.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4e32484374bab499.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e1b8b76d2a36eb34a339eacacd746fb3022dc4e9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4e32484374bab499.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_4e32484374bab499
+-- problem_id: v2p_c10_a301188e19e9168f
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT "c1", SUM(CAST("s5" AS NUMERIC)) AS "group_value"
+  FROM "c10"
+  GROUP BY "c1"
+), "total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT g."c1", 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_a/c10/sql/v2q_c10_4e899ca77c900d9b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4e899ca77c900d9b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5aada07dbaabebe53fc641963b28af2111eedb1b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_4e899ca77c900d9b.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_4e899ca77c900d9b
+-- problem_id: v2p_c10_0d9fff3bbc340699
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s5" AS "s5", SUM(CAST("s3" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "s5"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."s5", 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_a/c10/sql/v2q_c10_511961ab36a20019.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_511961ab36a20019.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ea85334ddf16908b03d46c43f8894a65f52087b6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_511961ab36a20019.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_511961ab36a20019
+-- problem_id: v2p_c10_5445ac8e01cac263
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s4", "c4",
+       SUM(CAST("s5" AS INTEGER)) AS total_measure,
+       SUM(CAST("s5" AS INTEGER)) * 100.0 / SUM(SUM(CAST("s5" AS INTEGER))) OVER (PARTITION BY "s4") AS share_within_group
+FROM "c10"
+GROUP BY "s4", "c4"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_5215d0692ddd57b7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_5215d0692ddd57b7.sql
new file mode 100644
index 0000000000000000000000000000000000000000..19d163bc92cd439e1c8cfab4b04343589798b119
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_5215d0692ddd57b7.sql
@@ -0,0 +1,30 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_5215d0692ddd57b7
+-- problem_id: v2p_c10_b5686ed8a7939d15
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "class",
+    CAST("c4" AS REAL) AS "measure",
+    CUME_DIST() OVER (
+      PARTITION BY "class"
+      ORDER BY CAST("c4" AS REAL)
+    ) AS "cume_dist_value"
+  FROM "c10"
+)
+SELECT
+  "class",
+  MIN("measure") AS "percentile_measure"
+FROM "ranked"
+WHERE "cume_dist_value" >= 0.9
+GROUP BY "class"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_53b2fba3f0ca5d9b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_53b2fba3f0ca5d9b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..eba96eb2a27e5bf21cd861cb3d2bdb68d29c4ea5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_53b2fba3f0ca5d9b.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_53b2fba3f0ca5d9b
+-- problem_id: v2p_c10_1f2124b423e13eca
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "c4",
+           CAST("c4" AS INTEGER) AS "c4_num",
+           NTILE(10) OVER (ORDER BY CAST("c4" AS INTEGER) DESC) AS "tail_bucket"
+    FROM "c10"
+)
+SELECT "c4"
+FROM buckets
+WHERE "tail_bucket" = 1
+ORDER BY "c4_num" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_5c61f4a44f06e53b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_5c61f4a44f06e53b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..15211a2dae1d6e256a373f0fb46ef830939fe58e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_5c61f4a44f06e53b.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_5c61f4a44f06e53b
+-- problem_id: v2p_c10_d2a96ae019679f29
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s3", SUM(CAST("c1" AS NUMERIC)) AS group_value
+    FROM "c10"
+    GROUP BY "s3"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."s3", 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_a/c10/sql/v2q_c10_5f1d69c75ae94f14.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_5f1d69c75ae94f14.sql
new file mode 100644
index 0000000000000000000000000000000000000000..62edc5e1b63c9032827d6cbe2304a8ff1726b016
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_5f1d69c75ae94f14.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_5f1d69c75ae94f14
+-- problem_id: v2p_c10_e3d6114aad7afc6b
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "s3",
+           NTILE(10) OVER (ORDER BY "s3" DESC) AS tail_bucket
+    FROM "c10"
+)
+SELECT "s3"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY "s3" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_5f3ad7f85ee05f64.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_5f3ad7f85ee05f64.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8263cefa27eb24d6102b11b95c2e90a5b5b3c3e1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_5f3ad7f85ee05f64.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_5f3ad7f85ee05f64
+-- problem_id: v2p_c10_2da46ca8d7314de9
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c4", "c5", COUNT(*) AS row_count
+FROM "c10"
+WHERE CAST("s4" AS REAL) >= 3.25
+GROUP BY "c4", "c5"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_612587ba80d4dda7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_612587ba80d4dda7.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b7ed15e70f630955dbfac3f8cadab6a1231dd597
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_612587ba80d4dda7.sql
@@ -0,0 +1,32 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_612587ba80d4dda7
+-- problem_id: v2p_c10_ee6ca0ff38d21339
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "s2" AS "group_col",
+    CAST("s1" AS INTEGER) AS "measure_val",
+    ROW_NUMBER() OVER (
+      PARTITION BY "s2"
+      ORDER BY CAST("s1" AS INTEGER)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "s2"
+    ) AS "cnt"
+  FROM "c10"
+)
+SELECT
+  "group_col" AS "s2",
+  "measure_val" AS "percentile_measure"
+FROM "ranked"
+WHERE "rn" = CAST((0.95 * "cnt") + 0.999999999 AS INTEGER)
+ORDER BY "percentile_measure" DESC, "s2";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_63478288d66e504f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_63478288d66e504f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fb5e798c10cc5e783176ba45eb95f65d1b74cd9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_63478288d66e504f.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_63478288d66e504f
+-- problem_id: v2p_c10_7c35e64d8c781549
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s3",
+           SUM(CASE WHEN "s1" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "s1" = '2' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "s3"
+)
+SELECT "s3",
+       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_a/c10/sql/v2q_c10_652d0cf382f04d52.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_652d0cf382f04d52.sql
new file mode 100644
index 0000000000000000000000000000000000000000..716f195188c93bbb58bdbe842c8b8256f9e3d341
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_652d0cf382f04d52.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_652d0cf382f04d52
+-- problem_id: v2p_c10_305d850c41158b68
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "s2",
+           NTILE(10) OVER (ORDER BY CAST("s2" AS INTEGER) DESC) AS tail_bucket
+    FROM "c10"
+)
+SELECT "s2"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("s2" AS INTEGER) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_69957582203c343a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_69957582203c343a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3db5505f09a93094c2b9b6ecb6ce0d7db7825e4c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_69957582203c343a.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_69957582203c343a
+-- problem_id: v2p_c10_1f80d63e7bcdb03d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c4", SUM(CAST("c4" AS INTEGER)) AS total_measure
+FROM "c10"
+GROUP BY "c4"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_6a039be5124870cc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_6a039be5124870cc.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ccf08c3e744883dfbd92b5b6f92717ebf5dc1198
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_6a039be5124870cc.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_6a039be5124870cc
+-- problem_id: v2p_c10_1def8d8357078b78
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c2" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c2"
+), 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_a/c10/sql/v2q_c10_6b10338cb7306064.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_6b10338cb7306064.sql
new file mode 100644
index 0000000000000000000000000000000000000000..51c950e879dad56714781b6fe15b05ccfa6d1e96
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_6b10338cb7306064.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_6b10338cb7306064
+-- problem_id: v2p_c10_cbea4c2ab088c444
+-- realization_mode: agent
+-- source_kind: agent
+WITH "agg" AS (
+  SELECT
+    "c3",
+    "s4",
+    SUM(CAST("c4" AS REAL)) AS "total_measure"
+  FROM "c10"
+  GROUP BY "c3", "s4"
+)
+SELECT
+  "c3",
+  "s4",
+  "total_measure",
+  "total_measure" * 100.0 / SUM("total_measure") OVER (PARTITION BY "c3") AS "share_within_group"
+FROM "agg"
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_6c6516c608773edc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_6c6516c608773edc.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ebcbdfe1e2ebf4251a8a404e1538922357a4fb8a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_6c6516c608773edc.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_6c6516c608773edc
+-- problem_id: v2p_c10_3b6847c97553dad6
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "class" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "class"
+)
+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_a/c10/sql/v2q_c10_6f74272531a02ca1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_6f74272531a02ca1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..16a5a6780677b347e0d334cc45b56a2c247d292e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_6f74272531a02ca1.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_6f74272531a02ca1
+-- problem_id: v2p_c10_1f4916f361389c1b
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT
+        "s4",
+        NTILE(10) OVER (ORDER BY CAST("s4" AS INTEGER) DESC) AS tail_bucket
+    FROM "c10"
+)
+SELECT "s4"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("s4" AS INTEGER) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_70c33bb9a0d85956.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_70c33bb9a0d85956.sql
new file mode 100644
index 0000000000000000000000000000000000000000..990c50ce0c21dc613532c7475550263966a9d098
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_70c33bb9a0d85956.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_70c33bb9a0d85956
+-- problem_id: v2p_c10_3b92b7cb7b544164
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s2", COUNT(*) AS row_count
+FROM "c10"
+GROUP BY "s2"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_72025c8062f48e0c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_72025c8062f48e0c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7aaceab18e33c66ac14be008dc1616d99c239b51
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_72025c8062f48e0c.sql
@@ -0,0 +1,58 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_72025c8062f48e0c
+-- problem_id: v2p_c10_e83b108684f18a58
+-- realization_mode: agent
+-- source_kind: agent
+WITH "base" AS (
+  SELECT
+    "s1",
+    CAST("s5" AS REAL) AS "measure"
+  FROM "c10"
+),
+"ranked" AS (
+  SELECT
+    "s1",
+    "measure",
+    ROW_NUMBER() OVER (PARTITION BY "s1" ORDER BY "measure") AS "rn",
+    COUNT(*) OVER (PARTITION BY "s1") AS "cnt"
+  FROM "base"
+),
+"params" AS (
+  SELECT DISTINCT
+    "s1",
+    (1.0 + 0.9 * ("cnt" - 1)) AS "r"
+  FROM "ranked"
+),
+"picked" AS (
+  SELECT
+    p."s1",
+    p."r",
+    MAX(CASE WHEN r."rn" = CAST(p."r" AS INTEGER) THEN r."measure" END) AS "lo_val",
+    MAX(CASE
+          WHEN r."rn" = CASE
+                           WHEN CAST(p."r" AS INTEGER) < p."r" THEN CAST(p."r" AS INTEGER) + 1
+                           ELSE CAST(p."r" AS INTEGER)
+                         END
+          THEN r."measure"
+        END) AS "hi_val"
+  FROM "params" AS p
+  JOIN "ranked" AS r
+    ON r."s1" = p."s1"
+  GROUP BY p."s1", p."r"
+)
+SELECT
+  "s1",
+  CASE
+    WHEN CAST("r" AS INTEGER) = "r" THEN "lo_val"
+    ELSE "lo_val" + ("r" - CAST("r" AS INTEGER)) * ("hi_val" - "lo_val")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_727a3fa693afa220.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_727a3fa693afa220.sql
new file mode 100644
index 0000000000000000000000000000000000000000..52b0277cd4cd8bd03e7084bc2b7abd097b2cbeda
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_727a3fa693afa220.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_727a3fa693afa220
+-- problem_id: v2p_c10_4c33450ea086fc0a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "s1",
+  "c1",
+  SUM(CAST("c2" AS REAL)) AS total_measure,
+  SUM(CAST("c2" AS REAL)) * 100.0 / SUM(SUM(CAST("c2" AS REAL))) OVER (PARTITION BY "s1") AS share_within_group
+FROM "c10"
+GROUP BY "s1", "c1"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_7346f3847c78ea86.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_7346f3847c78ea86.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0a04891e04c57458931ab920da9089f9b20818e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_7346f3847c78ea86.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_7346f3847c78ea86
+-- problem_id: v2p_c10_ca849d7b920778e1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("c2" AS REAL) <= 12.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "c10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_73c4e9dccbfd13f8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_73c4e9dccbfd13f8.sql
new file mode 100644
index 0000000000000000000000000000000000000000..73580ec0b21fb05df279ef6e0ec07934ffdd3d82
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_73c4e9dccbfd13f8.sql
@@ -0,0 +1,34 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_73c4e9dccbfd13f8
+-- problem_id: v2p_c10_263fd61c505bc039
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "class",
+    CAST("c4" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "class"
+      ORDER BY CAST("c4" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "class"
+    ) AS "cnt"
+  FROM "c10"
+  WHERE "class" IS NOT NULL
+    AND "c4" IS NOT NULL
+)
+SELECT
+  "class",
+  "measure_value" AS "percentile_measure"
+FROM "ranked"
+WHERE "rn" = CAST(((95 * "cnt") + 99) / 100 AS INTEGER)
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_760b61a0045b5f70.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_760b61a0045b5f70.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2eadba794a2d57bc0ef3997ea85047ea09c1b851
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_760b61a0045b5f70.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_760b61a0045b5f70
+-- problem_id: v2p_c10_2773907dc99f5fff
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "c1",
+  "s2",
+  SUM(CAST("s3" AS REAL)) AS total_measure,
+  SUM(CAST("s3" AS REAL)) * 100.0 / SUM(SUM(CAST("s3" AS REAL))) OVER (PARTITION BY "c1") AS share_within_group
+FROM "c10"
+GROUP BY "c1", "s2"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_76eac652b08d3844.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_76eac652b08d3844.sql
new file mode 100644
index 0000000000000000000000000000000000000000..af707cc12e9704ac7631a3e84b50340954c2d03f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_76eac652b08d3844.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_76eac652b08d3844
+-- problem_id: v2p_c10_148be99a540f3739
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "s2",
+  "c2",
+  SUM(CAST("s3" AS REAL)) AS "total_measure",
+  SUM(CAST("s3" AS REAL)) * 100.0 / SUM(SUM(CAST("s3" AS REAL))) OVER (PARTITION BY "s2") AS "share_within_group"
+FROM "c10"
+GROUP BY "s2", "c2"
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_8109f7b2367ed93b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_8109f7b2367ed93b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7926945a56773ffdbe90552db587f011a89063a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_8109f7b2367ed93b.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_8109f7b2367ed93b
+-- problem_id: v2p_c10_da700d6ea83fed66
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "c1",
+    COUNT(*) AS "support"
+FROM "c10"
+GROUP BY "c1"
+ORDER BY "support" ASC, "c1"
+LIMIT 12;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_81d48fd6c9209afa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_81d48fd6c9209afa.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e56c48a967ff1eba09788b16285d0bc33cc31a38
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_81d48fd6c9209afa.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_81d48fd6c9209afa
+-- problem_id: v2p_c10_0145bce4ee19e1a0
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s4", "class", COUNT(*) AS row_count
+FROM "c10"
+WHERE CAST("s3" AS REAL) >= 3.25
+GROUP BY "s4", "class"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_83103096df3a514d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_83103096df3a514d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d383495a428f3e2804dda6ac35c43392a80830b0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_83103096df3a514d.sql
@@ -0,0 +1,36 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_83103096df3a514d
+-- problem_id: v2p_c10_431cde4467aa0857
+-- realization_mode: agent
+-- source_kind: agent
+WITH "__ranked" AS (
+  SELECT
+    "c3" AS "group_col",
+    CAST("c2" AS REAL) AS "measure_col",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c3"
+      ORDER BY CAST("c2" AS REAL)
+    ) AS "__rn",
+    COUNT(*) OVER (
+      PARTITION BY "c3"
+    ) AS "__cnt"
+  FROM "c10"
+  WHERE "c3" IS NOT NULL
+    AND "c2" IS NOT NULL
+)
+SELECT
+  "group_col" AS "c3",
+  "measure_col" AS "percentile_measure"
+FROM "__ranked"
+WHERE "__cnt" >= 5
+  AND "__rn" = ((9 * "__cnt") / 10) + (((9 * "__cnt") % 10) > 0)
+ORDER BY "percentile_measure" DESC, "c3"
+LIMIT 13;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_839ea3e81f1795c4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_839ea3e81f1795c4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0ad961093192f82b177b392c103f7d82b03ad7a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_839ea3e81f1795c4.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_839ea3e81f1795c4
+-- problem_id: v2p_c10_3dce47f922df8f4b
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s5",
+           SUM(CASE WHEN "s5" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "s5" = '4' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "s5"
+)
+SELECT "s5",
+       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_a/c10/sql/v2q_c10_89a962e538e948fa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_89a962e538e948fa.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f11c73534018f0d6e43a5ce3e902c2b19913b019
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_89a962e538e948fa.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_89a962e538e948fa
+-- problem_id: v2p_c10_e904525a2a0c26e6
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c5",
+           SUM(CASE WHEN "class" = '0' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "class" = '1' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "c5"
+)
+SELECT "c5",
+       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_a/c10/sql/v2q_c10_8b2e410014028401.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_8b2e410014028401.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ff27a9822159ada09f63dde628083a3fcece1d0d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_8b2e410014028401.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_8b2e410014028401
+-- problem_id: v2p_c10_242ba16746a87f03
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s5" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s5"
+)
+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_a/c10/sql/v2q_c10_8c6d1b1c1a0011a2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_8c6d1b1c1a0011a2.sql
new file mode 100644
index 0000000000000000000000000000000000000000..12f4f21a57110e4b2cf8d7f5bda1a4706e9d3652
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_8c6d1b1c1a0011a2.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_8c6d1b1c1a0011a2
+-- problem_id: v2p_c10_689f8601ebaf53fb
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c4" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c4"
+), 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_a/c10/sql/v2q_c10_8e68765628432980.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_8e68765628432980.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5ee0071d33e7401dd010e81ea5b805b4a453678f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_8e68765628432980.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_8e68765628432980
+-- problem_id: v2p_c10_001437281495b96d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s5", SUM(CAST("s5" AS NUMERIC)) AS "total_measure"
+FROM "c10"
+GROUP BY "s5"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_8e6f24cc9fb8712a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_8e6f24cc9fb8712a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4929928992f7468930237060bed605c78ce28006
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_8e6f24cc9fb8712a.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_8e6f24cc9fb8712a
+-- problem_id: v2p_c10_fa3c52de4370c612
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c1" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c1"
+), 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_a/c10/sql/v2q_c10_91e5398d59a59adf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_91e5398d59a59adf.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b0cf63c61537dffb967bbc221541de8574bf83c6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_91e5398d59a59adf.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_91e5398d59a59adf
+-- problem_id: v2p_c10_fd4de93411ce7628
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c5",
+       AVG(CASE WHEN "s1" = '1' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c10"
+GROUP BY "c5"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9344411de3a8982b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9344411de3a8982b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..36834fece76ef3688cfdc814256e73f474818901
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9344411de3a8982b.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_9344411de3a8982b
+-- problem_id: v2p_c10_85f492f4283acc95
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c1", SUM(CAST("c1" AS INTEGER)) AS "total_measure"
+FROM "c10"
+GROUP BY "c1"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_94c3c3a327410b81.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_94c3c3a327410b81.sql
new file mode 100644
index 0000000000000000000000000000000000000000..028dcb40a40a483777a01ea3efb65ee92a252f34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_94c3c3a327410b81.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_94c3c3a327410b81
+-- problem_id: v2p_c10_0710789a2b9f2e60
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("s4" AS REAL) <= 3.25 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "c10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_95617971455ab4e9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_95617971455ab4e9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a5d8f045c1d5c33c2c680cb5c08f7b8904f85bc8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_95617971455ab4e9.sql
@@ -0,0 +1,52 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_95617971455ab4e9
+-- problem_id: v2p_c10_deee77998c367994
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "c5",
+    CAST("s4" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c5"
+      ORDER BY CAST("s4" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "c5") AS "cnt"
+  FROM "c10"
+  WHERE "c5" IS NOT NULL
+    AND "s4" IS NOT NULL
+),
+"targets" AS (
+  SELECT DISTINCT
+    "c5",
+    (0.9 * ("cnt" - 1) + 1.0) AS "pos",
+    CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN (0.9 * ("cnt" - 1) + 1.0) > CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER)
+        THEN CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) + 1
+      ELSE CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER)
+    END AS "upper_rn"
+  FROM "ranked"
+)
+SELECT
+  "t"."c5",
+  CASE
+    WHEN "t"."lower_rn" = "t"."upper_rn" THEN "l"."measure"
+    ELSE "l"."measure" + ("t"."pos" - "t"."lower_rn") * ("u"."measure" - "l"."measure")
+  END AS "percentile_measure"
+FROM "targets" AS "t"
+JOIN "ranked" AS "l"
+  ON "l"."c5" = "t"."c5"
+ AND "l"."rn" = "t"."lower_rn"
+JOIN "ranked" AS "u"
+  ON "u"."c5" = "t"."c5"
+ AND "u"."rn" = "t"."upper_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_98b726e9fb5386fd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_98b726e9fb5386fd.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d2909dd0f8bcd3ae89c50784335aed2da729ac34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_98b726e9fb5386fd.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_98b726e9fb5386fd
+-- problem_id: v2p_c10_1d54f846ccaac2ce
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT
+        "c3",
+        CAST("c3" AS INTEGER) AS "c3_num",
+        NTILE(10) OVER (ORDER BY CAST("c3" AS INTEGER) DESC) AS tail_bucket
+    FROM "c10"
+    WHERE "c3" IS NOT NULL
+)
+SELECT "c3"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY "c3_num" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_992d6fb78ecdebf6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_992d6fb78ecdebf6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..24d80852a349941692042f77b7798cf002ffbe87
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_992d6fb78ecdebf6.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_992d6fb78ecdebf6
+-- problem_id: v2p_c10_20c5a7aa7199484c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c5", "class",
+       SUM(CAST("c1" AS INTEGER)) AS total_measure,
+       SUM(CAST("c1" AS INTEGER)) * 100.0 / SUM(SUM(CAST("c1" AS INTEGER))) OVER (PARTITION BY "c5") AS share_within_group
+FROM "c10"
+GROUP BY "c5", "class"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_998ef03ee49f7054.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_998ef03ee49f7054.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f4666f71478fb63cf3a6bb6037ee9bf3dbdd1d5c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_998ef03ee49f7054.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_998ef03ee49f7054
+-- problem_id: v2p_c10_358a929de089aa4e
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s5", SUM(CAST("s3" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "s5"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."s5", 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_a/c10/sql/v2q_c10_9991e9af1a8306f7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9991e9af1a8306f7.sql
new file mode 100644
index 0000000000000000000000000000000000000000..398e1eb408b6643a524af53c6c92f143d50f9dce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9991e9af1a8306f7.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_9991e9af1a8306f7
+-- problem_id: v2p_c10_d187fe36536d53a0
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT "s3", SUM(CAST("c1" AS REAL)) AS "group_value"
+    FROM "c10"
+    GROUP BY "s3"
+), "total" AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM "grouped"
+)
+SELECT g."s3", 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_a/c10/sql/v2q_c10_9b9ae31c40a57c13.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9b9ae31c40a57c13.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8915f3f1ee999ae4bbd62ab667d9a29da57b5bc5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9b9ae31c40a57c13.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_9b9ae31c40a57c13
+-- problem_id: v2p_c10_afcfde1cfdc9e9c9
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "s2",
+  "c2",
+  SUM(CAST("s3" AS REAL)) AS total_measure,
+  SUM(CAST("s3" AS REAL)) * 100.0 / SUM(SUM(CAST("s3" AS REAL))) OVER (PARTITION BY "s2") AS share_within_group
+FROM "c10"
+GROUP BY "s2", "c2"
+ORDER BY share_within_group DESC
+LIMIT 14;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9c2e0b66cc53abfb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9c2e0b66cc53abfb.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2ac50cfe715f87f7623ee724def4537c950ec195
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9c2e0b66cc53abfb.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_9c2e0b66cc53abfb
+-- problem_id: v2p_c10_e96a9284a96f70ce
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "class",
+  "s1",
+  SUM(CAST("s2" AS INTEGER)) AS "total_measure",
+  SUM(CAST("s2" AS INTEGER)) * 100.0 / SUM(SUM(CAST("s2" AS INTEGER))) OVER (PARTITION BY "class") AS "share_within_group"
+FROM "c10"
+GROUP BY "class", "s1"
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9cb874384f9a9765.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9cb874384f9a9765.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0e15cdc6f8729a8d67aa2b531b2e26349a9aa4b5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9cb874384f9a9765.sql
@@ -0,0 +1,58 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_9cb874384f9a9765
+-- problem_id: v2p_c10_84ba3be73dc9f653
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "c4",
+    CAST("s3" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c4"
+      ORDER BY CAST("s3" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "c4") AS "cnt"
+  FROM "c10"
+),
+"positions" AS (
+  SELECT
+    "c4",
+    "measure",
+    "rn",
+    "cnt",
+    (1.0 + ("cnt" - 1) * 0.9) AS "pos",
+    CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER)
+        THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER)
+      ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "ranked"
+),
+"bounds" AS (
+  SELECT
+    "c4",
+    MAX("pos") AS "pos",
+    MAX("lower_rn") AS "lower_rn",
+    MAX("upper_rn") AS "upper_rn",
+    MAX(CASE WHEN "rn" = "lower_rn" THEN "measure" END) AS "lower_val",
+    MAX(CASE WHEN "rn" = "upper_rn" THEN "measure" END) AS "upper_val"
+  FROM "positions"
+  GROUP BY "c4"
+)
+SELECT
+  "c4",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + ("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_a/c10/sql/v2q_c10_9e1b52f9ea4bef19.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9e1b52f9ea4bef19.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f351f7fd2ebc0d154bba9b76e5bfd013fc9765a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_9e1b52f9ea4bef19.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_9e1b52f9ea4bef19
+-- problem_id: v2p_c10_af69ea5ec815356c
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s1", SUM(CAST("c4" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "s1"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."s1", 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_a/c10/sql/v2q_c10_a09a6819a09d2af1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a09a6819a09d2af1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..887963ebd2e92ec8a6ae2a3d879c18cb36c04895
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a09a6819a09d2af1.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a09a6819a09d2af1
+-- problem_id: v2p_c10_662dce1e2c6fb2c3
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s1" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s1"
+), 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_a/c10/sql/v2q_c10_a35514baec287fec.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a35514baec287fec.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cd5ccbb9b9d660a3e14a3414b12f25c297f96b1b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a35514baec287fec.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a35514baec287fec
+-- problem_id: v2p_c10_448cdcc668deae5f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s5", "c5",
+       SUM(CAST("s1" AS REAL)) AS total_measure,
+       SUM(CAST("s1" AS REAL)) * 100.0 / SUM(SUM(CAST("s1" AS REAL))) OVER (PARTITION BY "s5") AS share_within_group
+FROM "c10"
+GROUP BY "s5", "c5"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a3ef70cc9ec5f68f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a3ef70cc9ec5f68f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9aedcc787395baf8a101bb5f94d3e8c250db2cd2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a3ef70cc9ec5f68f.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a3ef70cc9ec5f68f
+-- problem_id: v2p_c10_41963c83521fb8d5
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s2" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s2"
+)
+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_a/c10/sql/v2q_c10_a465e69082a4a194.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a465e69082a4a194.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8f09ef3ff66f562b7f5e535c0a08c4b63122b1fb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a465e69082a4a194.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a465e69082a4a194
+-- problem_id: v2p_c10_e357c6fc6381583b
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s4" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s4"
+), 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_a/c10/sql/v2q_c10_a48cb184e2b8f40a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a48cb184e2b8f40a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..74398cc62cf2f8490b4cc68883a3df725d6a757c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a48cb184e2b8f40a.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a48cb184e2b8f40a
+-- problem_id: v2p_c10_07ec157b4f7e9c00
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c4", COUNT(*) AS "row_count"
+FROM "c10"
+GROUP BY "c4"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a58941e83badfe03.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a58941e83badfe03.sql
new file mode 100644
index 0000000000000000000000000000000000000000..525263cc046914fadaad6ccb99c902137e459ffc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a58941e83badfe03.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a58941e83badfe03
+-- problem_id: v2p_c10_a7d1453c813cc7e7
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c5" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c5"
+), 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_a/c10/sql/v2q_c10_a8de47a6c85ad41b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a8de47a6c85ad41b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..271b813e8d6cf046bafc2fc2e1ba19b1ec2b5fba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a8de47a6c85ad41b.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a8de47a6c85ad41b
+-- problem_id: v2p_c10_a64f44092f9370c9
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s3", "c3",
+       SUM("s4") AS total_measure,
+       SUM("s4") * 100.0 / SUM(SUM("s4")) OVER (PARTITION BY "s3") AS share_within_group
+FROM "c10"
+GROUP BY "s3", "c3"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a9876f81a39c8746.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a9876f81a39c8746.sql
new file mode 100644
index 0000000000000000000000000000000000000000..022cbc956dfbee3263fde465be2aeba2fcc57945
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a9876f81a39c8746.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a9876f81a39c8746
+-- problem_id: v2p_c10_79b5f4b62f07eb3b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s2", SUM(CAST("s2" AS INTEGER)) AS total_measure
+FROM "c10"
+GROUP BY "s2"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a98b856c922ba2ad.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a98b856c922ba2ad.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6fc8aa30cad89258433310b037a346eab3963cee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_a98b856c922ba2ad.sql
@@ -0,0 +1,64 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_a98b856c922ba2ad
+-- problem_id: v2p_c10_a030387c38f99904
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "c3",
+    CAST("c2" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c3"
+      ORDER BY CAST("c2" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "c3"
+    ) AS "cnt"
+  FROM "c10"
+  WHERE "c3" IS NOT NULL
+    AND "c2" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "c3",
+    (1.0 + (0.95 * ("cnt" - 1))) AS "pos",
+    CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) AS "lower_rn",
+    CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) + CASE
+      WHEN (1.0 + (0.95 * ("cnt" - 1))) > CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) THEN 1
+      ELSE 0
+    END AS "upper_rn"
+  FROM "ordered"
+),
+"picked" AS (
+  SELECT
+    p."c3",
+    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 "positions" AS p
+  JOIN "ordered" AS o
+    ON o."c3" = p."c3"
+  GROUP BY
+    p."c3",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn"
+)
+SELECT
+  "c3",
+  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, "c3";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ab04b27fa7f6abb1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ab04b27fa7f6abb1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..70477815bef075306612dc85d2b5ce97b4f58e15
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ab04b27fa7f6abb1.sql
@@ -0,0 +1,66 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_ab04b27fa7f6abb1
+-- problem_id: v2p_c10_044b92353205bab9
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "c4" AS "group_col",
+    CAST("s3" AS REAL) AS "measure_col",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c4"
+      ORDER BY CAST("s3" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "c4"
+    ) AS "cnt"
+  FROM "c10"
+  WHERE "c4" IS NOT NULL
+    AND "s3" IS NOT NULL
+),
+"positions" AS (
+  SELECT
+    "group_col",
+    "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 "ordered"
+  GROUP BY "group_col", "cnt"
+),
+"bounds" AS (
+  SELECT
+    "p"."group_col",
+    "p"."pos",
+    "p"."lower_rn",
+    "p"."upper_rn",
+    "lo"."measure_col" AS "lower_val",
+    "hi"."measure_col" AS "upper_val"
+  FROM "positions" AS "p"
+  JOIN "ordered" AS "lo"
+    ON "lo"."group_col" = "p"."group_col"
+   AND "lo"."rn" = "p"."lower_rn"
+  JOIN "ordered" AS "hi"
+    ON "hi"."group_col" = "p"."group_col"
+   AND "hi"."rn" = "p"."upper_rn"
+)
+SELECT
+  "group_col" AS "c4",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + ("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_a/c10/sql/v2q_c10_acee7e0b08a6e910.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_acee7e0b08a6e910.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a3922ce3c7eaeb0e4017d97c78d40357289b1ef4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_acee7e0b08a6e910.sql
@@ -0,0 +1,64 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_acee7e0b08a6e910
+-- problem_id: v2p_c10_e75959e27eff43ce
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "s2" AS "group_col",
+    CAST("s1" AS REAL) AS "measure_col",
+    ROW_NUMBER() OVER (
+      PARTITION BY "s2"
+      ORDER BY CAST("s1" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "s2"
+    ) AS "cnt"
+  FROM "c10"
+),
+"positions" AS (
+  SELECT DISTINCT
+    "group_col",
+    "cnt",
+    (1.0 + 0.9 * ("cnt" - 1)) AS "pos",
+    CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) < (1.0 + 0.9 * ("cnt" - 1))
+        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 "ordered"
+),
+"bounds" AS (
+  SELECT
+    p."group_col",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn",
+    MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_col" END) AS "lower_val",
+    MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure_col" END) AS "upper_val"
+  FROM "positions" p
+  JOIN "ordered" o
+    ON o."group_col" = p."group_col"
+  GROUP BY
+    p."group_col",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn"
+)
+SELECT
+  "group_col" AS "s2",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + ("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_a/c10/sql/v2q_c10_afc97ff02bf4e1e8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_afc97ff02bf4e1e8.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4c37e42bb19ddf060f879ee2d6d3a09ac2209e8b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_afc97ff02bf4e1e8.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_afc97ff02bf4e1e8
+-- problem_id: v2p_c10_d47b4099f2659050
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s3" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s3"
+)
+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_a/c10/sql/v2q_c10_b06c6844eaa06a7e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_b06c6844eaa06a7e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9dfd00753a3eb4e62c238bf7afd1bb1dc0b60d5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_b06c6844eaa06a7e.sql
@@ -0,0 +1,70 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_b06c6844eaa06a7e
+-- problem_id: v2p_c10_19baac54382f55fc
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "s3",
+    CAST("s2" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "s3"
+      ORDER BY CAST("s2" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "s3"
+    ) AS "cnt"
+  FROM "c10"
+  WHERE "s3" IS NOT NULL
+    AND "s2" IS NOT NULL
+),
+"group_params" AS (
+  SELECT
+    "s3",
+    1.0 + 0.9 * (MAX("cnt") - 1) AS "pos",
+    CAST(1.0 + 0.9 * (MAX("cnt") - 1) AS INTEGER) AS "lo_rn"
+  FROM "ordered"
+  GROUP BY "s3"
+),
+"picked" AS (
+  SELECT
+    gp."s3",
+    gp."pos",
+    gp."lo_rn",
+    CASE
+      WHEN ABS(gp."pos" - gp."lo_rn") < 1e-12 THEN gp."lo_rn"
+      ELSE gp."lo_rn" + 1
+    END AS "hi_rn",
+    MAX(CASE WHEN o."rn" = gp."lo_rn" THEN o."measure_value" END) AS "lo_val",
+    MAX(
+      CASE
+        WHEN o."rn" = CASE
+          WHEN ABS(gp."pos" - gp."lo_rn") < 1e-12 THEN gp."lo_rn"
+          ELSE gp."lo_rn" + 1
+        END THEN o."measure_value"
+      END
+    ) AS "hi_val"
+  FROM "group_params" AS gp
+  JOIN "ordered" AS o
+    ON o."s3" = gp."s3"
+  GROUP BY
+    gp."s3",
+    gp."pos",
+    gp."lo_rn"
+)
+SELECT
+  "s3",
+  CASE
+    WHEN "lo_rn" = "hi_rn" THEN "lo_val"
+    ELSE "lo_val" + ("pos" - "lo_rn") * ("hi_val" - "lo_val")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_b2c5568e0628177b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_b2c5568e0628177b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6f9af60e712193ecd6ba6660853465c89bb02d13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_b2c5568e0628177b.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_b2c5568e0628177b
+-- problem_id: v2p_c10_850697e9133785bb
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("s3" AS REAL) <= 3.25 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "c10";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_b8214abeaf7efcde.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_b8214abeaf7efcde.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8522fddfac436165ec2d9096c20e443925e5cc0f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_b8214abeaf7efcde.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_b8214abeaf7efcde
+-- problem_id: v2p_c10_cbcef900706065ef
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c5" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c5"
+)
+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_a/c10/sql/v2q_c10_bb8f5a980d1c2414.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_bb8f5a980d1c2414.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7fc4c0bba8a0575532cbba289bde6a41f8dbe372
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_bb8f5a980d1c2414.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_bb8f5a980d1c2414
+-- problem_id: v2p_c10_9be5345c3a4c2c05
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c5", "class",
+       SUM(CAST("c1" AS REAL)) AS total_measure,
+       SUM(CAST("c1" AS REAL)) * 100.0 / SUM(SUM(CAST("c1" AS REAL))) OVER (PARTITION BY "c5") AS share_within_group
+FROM "c10"
+GROUP BY "c5", "class"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_bdcb3d3f268ec55f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_bdcb3d3f268ec55f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f29e1f52277d80422cd7f6fbe676c349f3759ed3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_bdcb3d3f268ec55f.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_bdcb3d3f268ec55f
+-- problem_id: v2p_c10_f301b21f06460ab4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "class",
+    COUNT(*) AS support
+FROM "c10"
+GROUP BY "class"
+ORDER BY support ASC, "class"
+LIMIT 15;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_bfb8e7abdf0ba560.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_bfb8e7abdf0ba560.sql
new file mode 100644
index 0000000000000000000000000000000000000000..91cdcbf8fb0869f4a770093dfe646c93e3349efe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_bfb8e7abdf0ba560.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_bfb8e7abdf0ba560
+-- problem_id: v2p_c10_b0c89eff8fef9773
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT
+        "s1",
+        SUM(CASE WHEN "s2" = '1' THEN 1 ELSE 0 END) AS "numerator_count",
+        SUM(CASE WHEN "s2" = '2' THEN 1 ELSE 0 END) AS "denominator_count"
+    FROM "c10"
+    GROUP BY "s1"
+)
+SELECT
+    "s1",
+    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_a/c10/sql/v2q_c10_c009e6346d39cd0a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c009e6346d39cd0a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..193d9afdf4638c8ce6c412f58331261ba2207918
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c009e6346d39cd0a.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_c009e6346d39cd0a
+-- problem_id: v2p_c10_55ec9d5ce2f50fbc
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c2" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c2"
+)
+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_a/c10/sql/v2q_c10_c11fe15db7792c62.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c11fe15db7792c62.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b393e39f67e4c3a0f1a6e06b7accf9718ad98272
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c11fe15db7792c62.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_c11fe15db7792c62
+-- problem_id: v2p_c10_5f77cbf17b0be30b
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c4" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c4"
+)
+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_a/c10/sql/v2q_c10_c39db350f3f1de5f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c39db350f3f1de5f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d78a10f0b785dce019f33f1f287c14407a5ad019
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c39db350f3f1de5f.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_c39db350f3f1de5f
+-- problem_id: v2p_c10_90762081316b6e41
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s5", "class", COUNT(*) AS row_count
+FROM "c10"
+WHERE CAST("c5" AS REAL) >= 11.0
+GROUP BY "s5", "class"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c5361a3ca26288f1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c5361a3ca26288f1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0da7562567df4f1a3dd2b0b149ea8f8bea4fa4e4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c5361a3ca26288f1.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_c5361a3ca26288f1
+-- problem_id: v2p_c10_45e0eb523db29b9f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s5", "c5", COUNT(*) AS row_count
+FROM "c10"
+WHERE CAST("s5" AS REAL) >= 3.25
+GROUP BY "s5", "c5"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c68929b52984ef15.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c68929b52984ef15.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4012e1eacee0600ae8eed9d9798ccb43b6e60eeb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c68929b52984ef15.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_c68929b52984ef15
+-- problem_id: v2p_c10_ec88b2856b2ae10f
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "class", SUM("s4") AS group_value
+    FROM "c10"
+    GROUP BY "class"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."class", 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_a/c10/sql/v2q_c10_c8338a9a53190ad6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c8338a9a53190ad6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ca83c416cf2d4925eb009ad2a17d4d62249a8c88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c8338a9a53190ad6.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_c8338a9a53190ad6
+-- problem_id: v2p_c10_c4af0071a7e36e1a
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s2", SUM(CAST("c5" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "s2"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."s2", 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_a/c10/sql/v2q_c10_c95118d1a852ad8e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c95118d1a852ad8e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2a770d15de7ac4a48a69163f5529f783ca40b49f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_c95118d1a852ad8e.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_c95118d1a852ad8e
+-- problem_id: v2p_c10_a537ef37f10be666
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "class", "s1",
+       SUM(CAST("s2" AS REAL)) AS "total_measure",
+       SUM(CAST("s2" AS REAL)) * 100.0 / SUM(SUM(CAST("s2" AS REAL))) OVER (PARTITION BY "class") AS "share_within_group"
+FROM "c10"
+GROUP BY "class", "s1"
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_cadaed448e093cc0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_cadaed448e093cc0.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1c01e378e28cb767363a69f8b9f69cf65a1d4b1b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_cadaed448e093cc0.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_cadaed448e093cc0
+-- problem_id: v2p_c10_30a9e1b7d523c4f7
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s1", "c1",
+       SUM(CAST("c2" AS REAL)) AS total_measure,
+       SUM(CAST("c2" AS REAL)) * 100.0 / SUM(SUM(CAST("c2" AS REAL))) OVER (PARTITION BY "s1") AS share_within_group
+FROM "c10"
+GROUP BY "s1", "c1"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_cc8b22c6f37d2499.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_cc8b22c6f37d2499.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4e634a55aa959c8bd2dacd25056a5aa1140721d9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_cc8b22c6f37d2499.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_cc8b22c6f37d2499
+-- problem_id: v2p_c10_649450f577e19800
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s5",
+       AVG(CASE WHEN "class" = '1' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "c10"
+GROUP BY "s5"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_cd464fe656028ed1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_cd464fe656028ed1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bfca2a95fe497b48a5cf74bbfa0e72bfcd52e9e7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_cd464fe656028ed1.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_cd464fe656028ed1
+-- problem_id: v2p_c10_e2a1525cc0c34a22
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c2", SUM(CAST("c2" AS INTEGER)) AS "total_measure"
+FROM "c10"
+GROUP BY "c2"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_cda2f0fd3dd12dbd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_cda2f0fd3dd12dbd.sql
new file mode 100644
index 0000000000000000000000000000000000000000..aa63207cab9949d990f71b92b93f68b7c53ba9dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_cda2f0fd3dd12dbd.sql
@@ -0,0 +1,46 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_cda2f0fd3dd12dbd
+-- problem_id: v2p_c10_f82cdb8ba713c786
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "s1",
+    CAST("s5" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "s1"
+      ORDER BY CAST("s5" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "s1"
+    ) AS "cnt"
+  FROM "c10"
+  WHERE "s1" IS NOT NULL
+    AND "s5" IS NOT NULL
+),
+"percentile_rows" AS (
+  SELECT
+    "s1",
+    "measure_value",
+    "rn",
+    CASE
+      WHEN CAST(0.95 * "cnt" AS INTEGER) = 0 THEN 1
+      WHEN 0.95 * "cnt" = CAST(0.95 * "cnt" AS INTEGER) THEN CAST(0.95 * "cnt" AS INTEGER)
+      ELSE CAST(0.95 * "cnt" AS INTEGER) + 1
+    END AS "target_rn"
+  FROM "ranked"
+)
+SELECT
+  "s1",
+  "measure_value" AS "percentile_measure"
+FROM "percentile_rows"
+WHERE "rn" = "target_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_d0d716996b610955.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_d0d716996b610955.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7016f33ee73bfd59f9d26188bbc3cf354c3ed01b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_d0d716996b610955.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_d0d716996b610955
+-- problem_id: v2p_c10_d75dced0ac15a0ba
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "class", SUM(CAST("s4" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "class"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."class", 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_a/c10/sql/v2q_c10_d2c53e5ebcc54c89.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_d2c53e5ebcc54c89.sql
new file mode 100644
index 0000000000000000000000000000000000000000..807f2ea4021df39a0458a7529da3f08350259c33
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_d2c53e5ebcc54c89.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_d2c53e5ebcc54c89
+-- problem_id: v2p_c10_a51a86d59e664b45
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "class" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "class"
+), 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_a/c10/sql/v2q_c10_d4709e83a27747ed.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_d4709e83a27747ed.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1530c193f27c7dc7bb3ec567007bd37ecebb140f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_d4709e83a27747ed.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_d4709e83a27747ed
+-- problem_id: v2p_c10_36eee0f9662398a1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c2", COUNT(*) AS "row_count"
+FROM "c10"
+GROUP BY "c2"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_d7e02eb205f33e1f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_d7e02eb205f33e1f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..dda7595f3e1fca4c23eba6095406e5f646be2e9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_d7e02eb205f33e1f.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_d7e02eb205f33e1f
+-- problem_id: v2p_c10_0cfc5fa490dca8bd
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c3" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c3"
+)
+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_a/c10/sql/v2q_c10_da67ce6e84a623e8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_da67ce6e84a623e8.sql
new file mode 100644
index 0000000000000000000000000000000000000000..08abefd2dd516be9a560109181577c71d97646a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_da67ce6e84a623e8.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_da67ce6e84a623e8
+-- problem_id: v2p_c10_bcba3fe960a783d6
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s2" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s2"
+), 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_a/c10/sql/v2q_c10_ddab2b9f33bbf9c4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ddab2b9f33bbf9c4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cd9484ffd81a0854c62dd03fe76808273d942628
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ddab2b9f33bbf9c4.sql
@@ -0,0 +1,74 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_ddab2b9f33bbf9c4
+-- problem_id: v2p_c10_0fbafa47e66285bf
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "c1",
+    CAST("c5" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c1"
+      ORDER BY CAST("c5" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "c1") AS "cnt"
+  FROM "c10"
+  WHERE "c1" IS NOT NULL
+    AND "c5" IS NOT NULL
+),
+"params" AS (
+  SELECT
+    "c1",
+    MAX("cnt") AS "cnt",
+    1.0 + (0.9 * (MAX("cnt") - 1)) AS "pos"
+  FROM "ranked"
+  GROUP BY "c1"
+),
+"bounds" AS (
+  SELECT
+    "c1",
+    "cnt",
+    "pos",
+    CAST("pos" AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN "pos" = CAST("pos" AS INTEGER) THEN CAST("pos" AS INTEGER)
+      ELSE CAST("pos" AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "params"
+),
+"picked" AS (
+  SELECT
+    b."c1",
+    b."cnt",
+    b."pos",
+    b."lower_rn",
+    b."upper_rn",
+    MAX(CASE WHEN r."rn" = b."lower_rn" THEN r."measure" END) AS "lower_val",
+    MAX(CASE WHEN r."rn" = b."upper_rn" THEN r."measure" END) AS "upper_val"
+  FROM "bounds" AS b
+  JOIN "ranked" AS r
+    ON r."c1" = b."c1"
+  GROUP BY
+    b."c1",
+    b."cnt",
+    b."pos",
+    b."lower_rn",
+    b."upper_rn"
+)
+SELECT
+  "c1",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + (("pos" - "lower_rn") * ("upper_val" - "lower_val"))
+  END AS "percentile_measure"
+FROM "picked"
+WHERE "cnt" >= 5
+ORDER BY "percentile_measure" DESC, "c1";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_e29b419605654ed9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_e29b419605654ed9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..09d5b92602f80ddc9973a3d89cfc383254e0cd0b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_e29b419605654ed9.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_e29b419605654ed9
+-- problem_id: v2p_c10_da296b92ddd3896b
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "class",
+           SUM(CASE WHEN "s1" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "s1" = '2' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "class"
+)
+SELECT "class",
+       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_a/c10/sql/v2q_c10_e6adc0896ac7fb3d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_e6adc0896ac7fb3d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6e7b80957545f7c3ba74ac1ba1375b5fe89b0882
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_e6adc0896ac7fb3d.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_e6adc0896ac7fb3d
+-- problem_id: v2p_c10_a053ac78fdd6a599
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "s1",
+    COUNT(*) AS support
+FROM "c10"
+GROUP BY "s1"
+ORDER BY support ASC, "s1"
+LIMIT 16;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_e92d158395756316.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_e92d158395756316.sql
new file mode 100644
index 0000000000000000000000000000000000000000..45fd9688dface153ccfe3e5958b3656ffd8f873c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_e92d158395756316.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_e92d158395756316
+-- problem_id: v2p_c10_06469a72a7a35626
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "s1",
+    COUNT(*) AS support
+FROM "c10"
+GROUP BY "s1"
+ORDER BY support ASC, "s1"
+LIMIT 11;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_e92f213ca1a937a8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_e92f213ca1a937a8.sql
new file mode 100644
index 0000000000000000000000000000000000000000..39522f3ea9aec17177d72e4d7f157caef6096633
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_e92f213ca1a937a8.sql
@@ -0,0 +1,35 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_e92f213ca1a937a8
+-- problem_id: v2p_c10_2181c8269dcf941b
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "s5",
+    CAST("c3" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "s5"
+      ORDER BY CAST("c3" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "s5"
+    ) AS "cnt"
+  FROM "c10"
+  WHERE "s5" IS NOT NULL
+    AND "c3" IS NOT NULL
+)
+SELECT
+  "s5",
+  MIN("measure") AS "percentile_measure"
+FROM "ranked"
+WHERE "rn" >= 0.95 * "cnt"
+GROUP BY "s5"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ed7a8b57363cbf51.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ed7a8b57363cbf51.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4428a822d59e8f62de1fdf6e8cb3b8118f076c24
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ed7a8b57363cbf51.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_ed7a8b57363cbf51
+-- problem_id: v2p_c10_6f2e83341b02f035
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c1", SUM(CAST("s5" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "c1"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."c1", 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_a/c10/sql/v2q_c10_ee08fea28e7e4078.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ee08fea28e7e4078.sql
new file mode 100644
index 0000000000000000000000000000000000000000..61d2e547efb36f1c3a32d6bbd55557931161dc1c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ee08fea28e7e4078.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_ee08fea28e7e4078
+-- problem_id: v2p_c10_f108423a1b25ec58
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c3", SUM(CAST("c3" AS NUMERIC)) AS "total_measure"
+FROM "c10"
+GROUP BY "c3"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ef0f66175b1c0c50.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ef0f66175b1c0c50.sql
new file mode 100644
index 0000000000000000000000000000000000000000..881f6ba426dd446801b637f30d3c3f1e01fe7a03
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ef0f66175b1c0c50.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_ef0f66175b1c0c50
+-- problem_id: v2p_c10_6b9bab631ba2730d
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s2", SUM(CAST("c5" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "s2"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."s2", 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_a/c10/sql/v2q_c10_f06a2e3710be2021.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f06a2e3710be2021.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6300b8cdb0d4de1732704e0f7c14689670e72e6a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f06a2e3710be2021.sql
@@ -0,0 +1,27 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_f06a2e3710be2021
+-- problem_id: v2p_c10_cae03c5c8bf22131
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT "c4", SUM(CAST("c2" AS REAL)) AS "group_value"
+    FROM "c10"
+    GROUP BY "c4"
+),
+"total" AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM "grouped"
+)
+SELECT g."c4", 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_a/c10/sql/v2q_c10_f13e0e6602b85f7a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f13e0e6602b85f7a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e850ebde9674db14e16ce300545e48a73b44994b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f13e0e6602b85f7a.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_f13e0e6602b85f7a
+-- problem_id: v2p_c10_57f4ff1a1b358f18
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s5",
+       AVG(CASE WHEN "class" = '0' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c10"
+GROUP BY "s5"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f2590e155901b642.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f2590e155901b642.sql
new file mode 100644
index 0000000000000000000000000000000000000000..23fdf1a17aed89f180cd5d30c9e11ff3325ddaf0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f2590e155901b642.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_f2590e155901b642
+-- problem_id: v2p_c10_8f999991c0a5496a
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+    SELECT
+        CAST("s5" AS INTEGER) AS "s5",
+        NTILE(10) OVER (ORDER BY CAST("s5" AS INTEGER) DESC) AS "tail_bucket"
+    FROM "c10"
+)
+SELECT "s5"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY "s5" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f3a66bb297cf2911.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f3a66bb297cf2911.sql
new file mode 100644
index 0000000000000000000000000000000000000000..26998648391b10665c71ce04bc970d9f14433b3c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f3a66bb297cf2911.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_f3a66bb297cf2911
+-- problem_id: v2p_c10_54315b0addab883e
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c3",
+           SUM(CASE WHEN "s2" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "s2" = '2' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "c3"
+)
+SELECT "c3",
+       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_a/c10/sql/v2q_c10_f4592938dd917a42.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f4592938dd917a42.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3fcd693e4b1058e5ed1114ce224196a8b052e884
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f4592938dd917a42.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_f4592938dd917a42
+-- problem_id: v2p_c10_274444d624b2d35a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c1", SUM(CAST("c1" AS INTEGER)) AS "total_measure"
+FROM "c10"
+GROUP BY "c1"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f65969c0a6b486e4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f65969c0a6b486e4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..34106cf579900e3208b7677483d65332c9c066b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f65969c0a6b486e4.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_f65969c0a6b486e4
+-- problem_id: v2p_c10_09915ded6e3770eb
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c5", "class", COUNT(*) AS row_count
+FROM "c10"
+WHERE "class" = '2'
+GROUP BY "c5", "class"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f7e014c1190977ef.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f7e014c1190977ef.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a82dac714d590d2fe9c9ef0cd6a612c86ad475d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_f7e014c1190977ef.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_f7e014c1190977ef
+-- problem_id: v2p_c10_54835c38b046874d
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s4" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s4"
+)
+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_a/c10/sql/v2q_c10_facdd4c747f3ea49.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_facdd4c747f3ea49.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ba0c2729eec231d4e0b3915020547c62287c32d2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_facdd4c747f3ea49.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_facdd4c747f3ea49
+-- problem_id: v2p_c10_11d67ad1ef4c7021
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c4", SUM(CAST("c2" AS REAL)) AS "group_value"
+    FROM "c10"
+    GROUP BY "c4"
+), total AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM grouped
+)
+SELECT g."c4", 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_a/c10/sql/v2q_c10_fd214ba6ffcefc2f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_fd214ba6ffcefc2f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3367027b79c5a7425c6084c10caffad64a0051d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_fd214ba6ffcefc2f.sql
@@ -0,0 +1,32 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_fd214ba6ffcefc2f
+-- problem_id: v2p_c10_2583507278465a35
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "c1",
+    CAST("c5" AS REAL) AS "percentile_measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "c1"
+      ORDER BY CAST("c5" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "c1"
+    ) AS "cnt"
+  FROM "c10"
+)
+SELECT
+  "c1",
+  "percentile_measure"
+FROM "ranked"
+WHERE "rn" = CAST((("cnt" * 95) + 99) / 100 AS INTEGER)
+ORDER BY "percentile_measure" DESC, "c1";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_fe5c71022ed4db07.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_fe5c71022ed4db07.sql
new file mode 100644
index 0000000000000000000000000000000000000000..10a48cff57dd13186b745ff93f1cd3090c3dc7a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_fe5c71022ed4db07.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_fe5c71022ed4db07
+-- problem_id: v2p_c10_a9c359f0df0d25f6
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "c1",
+           NTILE(10) OVER (ORDER BY CAST("c1" AS INTEGER) DESC) AS "tail_bucket"
+    FROM "c10"
+)
+SELECT "c1"
+FROM buckets
+WHERE "tail_bucket" = 1
+ORDER BY CAST("c1" AS INTEGER) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ffd2b9cfc88bf6bf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ffd2b9cfc88bf6bf.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3938d8592d0d28fde4b539a19c309cdf46053a1c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_ffd2b9cfc88bf6bf.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_ffd2b9cfc88bf6bf
+-- problem_id: v2p_c10_d9083be607543e46
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "s4", SUM(CAST("s2" AS REAL)) AS "group_value"
+    FROM "c10"
+    GROUP BY "s4"
+), total AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM grouped
+)
+SELECT g."s4", 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;