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Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=r2ar8, target_col=class.
+Result preview: [{"r2ar8": "t", "support": 2196, "focus_rate": 0.5332422586520947}, {"r2ar8": "f", "support": 1000, "focus_rate": 0.356}]

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/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: c4
+-- 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_tail_target_rate_extremes_v2
+-- query_record_id: v2q_c4_01338fb9eae4f74d
+-- problem_id: v2p_c4_8d9fa39a18d9dd45
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "r2ar8",
+  COUNT(*) AS "support",
+  AVG(CASE WHEN "class" = 'nowin' THEN 1 ELSE 0 END) AS "focus_rate"
+FROM "c4"
+GROUP BY "r2ar8"
+HAVING COUNT(*) >= 5
+ORDER BY "focus_rate" DESC, "support" ASC
+LIMIT 11;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/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_target_rate_extremes_v2\nSELECT\n  \"r2ar8\",\n  COUNT(*) AS \"support\",\n  AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c4\"\nGROUP BY \"r2ar8\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n  \\\"r2ar8\\\",\\n  COUNT(*) AS \\\"support\\\",\\n  AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"r2ar8\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 11;\", \"columns\": [\"r2ar8\", \"support\", \"focus_rate\"], \"rows\": [{\"r2ar8\": \"t\", \"support\": 2196, \"focus_rate\": 0.5332422586520947}, {\"r2ar8\": \"f\", \"support\": 1000, \"focus_rate\": 0.356}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.56}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/run_manifest.json

@@ -0,0 +1,90 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c4",
+  "started_at": "2026-05-19T15:47:29.226087+00:00",
+  "ended_at": "2026-05-19T15:47:40.913038+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c4_01338fb9eae4f74d",
+    "problem_id": "v2p_c4_8d9fa39a18d9dd45",
+    "dataset_id": "c4",
+    "template_id": "tpl_tail_target_rate_extremes_v2",
+    "template_name": "Tail Target-Rate Extremes",
+    "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=r2ar8, target_col=class.",
+    "bindings": {
+      "group_col": "r2ar8",
+      "target_col": "class",
+      "target_value": "nowin",
+      "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": 0.0,
+      "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",
+      "target_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};",
+    "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/c4/sql/v2q_c4_01338fb9eae4f74d.sql",
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_01338fb9eae4f74d",
+    "api_calls": 0,
+    "input_tokens": 17110,
+    "cached_input_tokens": 12032,
+    "output_tokens": 493,
+    "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": 11679.11,
+    "sql_execution_elapsed_ms_total": 2.56,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:47:40.908304+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": 11679.11, "started_at": "2026-05-19T15:47:29.227738+00:00", "ended_at": "2026-05-19T15:47:40.906892+00:00", "prompt_metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "estimated_tokens": null}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17110, "cached_input_tokens": 12032, "output_tokens": 493, "reasoning_output_tokens": 342}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n  \\\"r2ar8\\\",\\n  COUNT(*) AS \\\"support\\\",\\n  AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"r2ar8\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 11;\",\"notes\":\"Uses the requested tail target-rate extremes template with group_col=\\\"r2ar8\\\", target_col=\\\"class\\\", target_value='nowin', min_support=5, and top_k=11.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c4",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c4_01338fb9eae4f74d",
+  "api_calls": 0,
+  "input_tokens": 17110,
+  "cached_input_tokens": 12032,
+  "output_tokens": 493,
+  "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": 11679.11,
+  "sql_execution_elapsed_ms_total": 2.56,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0202c93a1b911c53/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "f", "support": 3040, "support_share": 0.951188986232791, "cumulative_support": 3040}, {"value_label": "t", "support": 156, "support_share": 0.04881101376720901, "cumulative_support": 3196}]}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0202c93a1b911c53/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: c4
+-- 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_c4_0202c93a1b911c53
+-- problem_id: v2p_c4_bb0071fa7b44e12a
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "mulch" AS value_label, COUNT(*) AS support
+    FROM "c4"
+    GROUP BY "mulch"
+), 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;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0202c93a1b911c53/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: c4\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_c4_0202c93a1b911c53\n-- problem_id: v2p_c4_bb0071fa7b44e12a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"mulch\" AS value_label, COUNT(*) AS support\n    FROM \"c4\"\n    GROUP BY \"mulch\"\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: c4\\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_c4_0202c93a1b911c53\\n-- problem_id: v2p_c4_bb0071fa7b44e12a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"mulch\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c4\\\"\\n    GROUP BY \\\"mulch\\\"\\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\": \"f\", \"support\": 3040, \"support_share\": 0.951188986232791, \"cumulative_support\": 3040}, {\"value_label\": \"t\", \"support\": 156, \"support_share\": 0.04881101376720901, \"cumulative_support\": 3196}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.13}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0202c93a1b911c53/run_manifest.json

@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c4",
+  "started_at": "2026-05-19T15:58:50.475233+00:00",
+  "ended_at": "2026-05-19T15:58:50.477246+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c4_0202c93a1b911c53",
+    "problem_id": "v2p_c4_bb0071fa7b44e12a",
+    "dataset_id": "c4",
+    "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=mulch.",
+    "bindings": {
+      "group_col": "mulch"
+    },
+    "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/c4/sql/v2q_c4_0202c93a1b911c53.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"
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0202c93a1b911c53/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"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=wkcti, condition_col=wkcti.
+Result preview: [{"wkcti": "t", "condition_rate": 1.0}, {"wkcti": "f", "condition_rate": 0.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/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: c4
+-- 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_c4_037f4288f0d4a1f4
+-- problem_id: v2p_c4_e1700cb672081f35
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "wkcti",
+       AVG(CASE WHEN "wkcti" = 't' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c4"
+GROUP BY "wkcti"
+ORDER BY condition_rate DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/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 \"wkcti\",\n       AVG(CASE WHEN \"wkcti\" = 't' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c4\"\nGROUP BY \"wkcti\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"wkcti\\\",\\n       AVG(CASE WHEN \\\"wkcti\\\" = 't' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wkcti\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"wkcti\", \"condition_rate\"], \"rows\": [{\"wkcti\": \"t\", \"condition_rate\": 1.0}, {\"wkcti\": \"f\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.69}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c4",
+  "started_at": "2026-05-19T15:35:02.930816+00:00",
+  "ended_at": "2026-05-19T15:35:11.932586+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c4_037f4288f0d4a1f4",
+    "problem_id": "v2p_c4_e1700cb672081f35",
+    "dataset_id": "c4",
+    "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=wkcti, condition_col=wkcti.",
+    "bindings": {
+      "group_col": "wkcti",
+      "condition_col": "wkcti",
+      "condition_value": "t",
+      "positive_value": "f",
+      "negative_value": "t",
+      "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": 0.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=30"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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/c4/sql/v2q_c4_037f4288f0d4a1f4.sql",
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_037f4288f0d4a1f4",
+    "api_calls": 0,
+    "input_tokens": 17058,
+    "cached_input_tokens": 15744,
+    "output_tokens": 330,
+    "total_tokens": 17388,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8989.78,
+    "sql_execution_elapsed_ms_total": 3.69,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:35:11.925749+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": 8989.78, "started_at": "2026-05-19T15:35:02.934355+00:00", "ended_at": "2026-05-19T15:35:11.924191+00:00", "prompt_metrics": {"chars": 15470, "bytes_utf8": 15470, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17058, "cached_input_tokens": 15744, "output_tokens": 330, "reasoning_output_tokens": 222}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"wkcti\\\",\\n       AVG(CASE WHEN \\\"wkcti\\\" = 't' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wkcti\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with both group_col and condition_col bound to \\\"wkcti\\\" and condition_value bound to 't'.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c4",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c4_037f4288f0d4a1f4",
+  "api_calls": 0,
+  "input_tokens": 17058,
+  "cached_input_tokens": 15744,
+  "output_tokens": 330,
+  "total_tokens": 17388,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8989.78,
+  "sql_execution_elapsed_ms_total": 3.69,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=hdchk, target_col=class.
+Result preview: [{"hdchk": "t", "support": 15, "focus_rate": 1.0}, {"hdchk": "f", "support": 3181, "focus_rate": 0.4753222257151839}]

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/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: c4
+-- 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_tail_target_rate_extremes_v2
+-- query_record_id: v2q_c4_049f6979b98501d9
+-- problem_id: v2p_c4_8bf478dd879384f3
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "hdchk",
+    COUNT(*) AS support,
+    AVG(CASE WHEN "class" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate
+FROM "c4"
+GROUP BY "hdchk"
+HAVING COUNT(*) >= 5
+ORDER BY focus_rate DESC, support ASC
+LIMIT 12;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/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_target_rate_extremes_v2\nSELECT\n    \"hdchk\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"hdchk\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"hdchk\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"hdchk\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"hdchk\", \"support\", \"focus_rate\"], \"rows\": [{\"hdchk\": \"t\", \"support\": 15, \"focus_rate\": 1.0}, {\"hdchk\": \"f\", \"support\": 3181, \"focus_rate\": 0.4753222257151839}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.74}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/run_manifest.json

@@ -0,0 +1,90 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c4",
+  "started_at": "2026-05-19T15:45:57.686841+00:00",
+  "ended_at": "2026-05-19T15:46:11.576832+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c4_049f6979b98501d9",
+    "problem_id": "v2p_c4_8bf478dd879384f3",
+    "dataset_id": "c4",
+    "template_id": "tpl_tail_target_rate_extremes_v2",
+    "template_name": "Tail Target-Rate Extremes",
+    "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=hdchk, target_col=class.",
+    "bindings": {
+      "group_col": "hdchk",
+      "target_col": "class",
+      "target_value": "nowin",
+      "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": 0.0,
+      "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",
+      "target_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/2",
+      "binding_index=87"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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/c4/sql/v2q_c4_049f6979b98501d9.sql",
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_049f6979b98501d9",
+    "api_calls": 0,
+    "input_tokens": 17107,
+    "cached_input_tokens": 15744,
+    "output_tokens": 416,
+    "total_tokens": 17523,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13884.43,
+    "sql_execution_elapsed_ms_total": 1.74,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:46:11.573665+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": 13884.43, "started_at": "2026-05-19T15:45:57.688404+00:00", "ended_at": "2026-05-19T15:46:11.572856+00:00", "prompt_metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "estimated_tokens": null}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17107, "cached_input_tokens": 15744, "output_tokens": 416, "reasoning_output_tokens": 276}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"hdchk\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"hdchk\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"hdchk\\\", target_col=\\\"class\\\", target_value='nowin', min_support=5, and top_k=12.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c4",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c4_049f6979b98501d9",
+  "api_calls": 0,
+  "input_tokens": 17107,
+  "cached_input_tokens": 15744,
+  "output_tokens": 416,
+  "total_tokens": 17523,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 13884.43,
+  "sql_execution_elapsed_ms_total": 1.74,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wkna8, target_col=class.
+Result preview: [{"bkon8": "f", "wkna8": "t", "target_rate": 0.888235294117647}, {"bkon8": "t", "wkna8": "t", "target_rate": 0.8}, {"bkon8": "t", "wkna8": "f", "target_rate": 0.7043478260869566}, {"bkon8": "f", "wkna8": "f", "target_rate": 0.44425326909841706}]

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/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: c4
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_c2_two_dim_target_rate
+-- query_record_id: v2q_c4_060bdf887ea08677
+-- problem_id: v2p_c4_cb69b1a3a50ad5ee
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "bkon8", "wkna8",
+       AVG(CASE WHEN "class" = 'nowin' THEN 1 ELSE 0 END) AS target_rate
+FROM "c4"
+GROUP BY "bkon8", "wkna8"
+ORDER BY target_rate DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/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_two_dim_target_rate.\nSELECT \"bkon8\", \"wkna8\",\n       AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wkna8\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate.\\nSELECT \\\"bkon8\\\", \\\"wkna8\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkna8\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bkon8\", \"wkna8\", \"target_rate\"], \"rows\": [{\"bkon8\": \"f\", \"wkna8\": \"t\", \"target_rate\": 0.888235294117647}, {\"bkon8\": \"t\", \"wkna8\": \"t\", \"target_rate\": 0.8}, {\"bkon8\": \"t\", \"wkna8\": \"f\", \"target_rate\": 0.7043478260869566}, {\"bkon8\": \"f\", \"wkna8\": \"f\", \"target_rate\": 0.44425326909841706}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.6}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c4",
+  "started_at": "2026-05-19T15:49:54.955127+00:00",
+  "ended_at": "2026-05-19T15:50:07.270185+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c4_060bdf887ea08677",
+    "problem_id": "v2p_c4_cb69b1a3a50ad5ee",
+    "dataset_id": "c4",
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wkna8, target_col=class.",
+    "bindings": {
+      "group_col": "bkon8",
+      "group_col_2": "wkna8",
+      "target_col": "class",
+      "target_value": "nowin",
+      "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": 0.0,
+      "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",
+      "target_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_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/c4/sql/v2q_c4_060bdf887ea08677.sql",
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_060bdf887ea08677",
+    "api_calls": 0,
+    "input_tokens": 17097,
+    "cached_input_tokens": 15744,
+    "output_tokens": 408,
+    "total_tokens": 17505,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12307.87,
+    "sql_execution_elapsed_ms_total": 2.6,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:50:07.265885+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": 12307.87, "started_at": "2026-05-19T15:49:54.957006+00:00", "ended_at": "2026-05-19T15:50:07.264912+00:00", "prompt_metrics": {"chars": 15514, "bytes_utf8": 15514, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17097, "cached_input_tokens": 15744, "output_tokens": 408, "reasoning_output_tokens": 276}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate.\\nSELECT \\\"bkon8\\\", \\\"wkna8\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkna8\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the Two-Axis Target Rate Surface template with group_col=\\\"bkon8\\\", group_col_2=\\\"wkna8\\\", and target_col=\\\"class\\\", measuring the rate of rows where class='nowin'.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c4",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c4_060bdf887ea08677",
+  "api_calls": 0,
+  "input_tokens": 17097,
+  "cached_input_tokens": 15744,
+  "output_tokens": 408,
+  "total_tokens": 17505,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 12307.87,
+  "sql_execution_elapsed_ms_total": 2.6,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkxcr.
+Result preview: [{"bkxcr": "t", "distinct_entities": 1}, {"bkxcr": "f", "distinct_entities": 1}]

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/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: c4
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_clickbench_group_distinct_topk
+-- query_record_id: v2q_c4_06546aeb5416fccc
+-- problem_id: v2p_c4_b6dbdeae0aae04d1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "bkxcr", COUNT(DISTINCT "bkxcr") AS "distinct_entities"
+FROM "c4"
+GROUP BY "bkxcr"
+ORDER BY "distinct_entities" DESC
+LIMIT 16;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/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_distinct_topk\nSELECT \"bkxcr\", COUNT(DISTINCT \"bkxcr\") AS \"distinct_entities\"\nFROM \"c4\"\nGROUP BY \"bkxcr\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkxcr\\\", COUNT(DISTINCT \\\"bkxcr\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkxcr\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 16;\", \"columns\": [\"bkxcr\", \"distinct_entities\"], \"rows\": [{\"bkxcr\": \"t\", \"distinct_entities\": 1}, {\"bkxcr\": \"f\", \"distinct_entities\": 1}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.27}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/run_manifest.json

@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c4",
+  "started_at": "2026-05-19T15:30:12.316903+00:00",
+  "ended_at": "2026-05-19T15:30:24.460410+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c4_06546aeb5416fccc",
+    "problem_id": "v2p_c4_b6dbdeae0aae04d1",
+    "dataset_id": "c4",
+    "template_id": "tpl_clickbench_group_distinct_topk",
+    "template_name": "Top-k Groups by Distinct Entity Coverage",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_rank_order",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "support",
+    "extended_family": false,
+    "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkxcr.",
+    "bindings": {
+      "group_col": "bkxcr",
+      "entity_col": "bkxcr",
+      "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": 0.0,
+      "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",
+      "entity_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "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/c4/sql/v2q_c4_06546aeb5416fccc.sql",
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_06546aeb5416fccc",
+    "api_calls": 0,
+    "input_tokens": 17020,
+    "cached_input_tokens": 12032,
+    "output_tokens": 227,
+    "total_tokens": 17247,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12138.75,
+    "sql_execution_elapsed_ms_total": 1.27,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:30:24.457700+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": 12138.75, "started_at": "2026-05-19T15:30:12.318211+00:00", "ended_at": "2026-05-19T15:30:24.456981+00:00", "prompt_metrics": {"chars": 15342, "bytes_utf8": 15342, "lines": 540, "estimated_tokens": null}, "response_metrics": {"chars": 337, "bytes_utf8": 337, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17020, "cached_input_tokens": 12032, "output_tokens": 227, "reasoning_output_tokens": 124}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkxcr\\\", COUNT(DISTINCT \\\"bkxcr\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkxcr\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 16;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"bkxcr\\\" and entity_col=\\\"bkxcr\\\" on the single table \\\"c4\\\".\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c4",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c4_06546aeb5416fccc",
+  "api_calls": 0,
+  "input_tokens": 17020,
+  "cached_input_tokens": 12032,
+  "output_tokens": 227,
+  "total_tokens": 17247,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 12138.75,
+  "sql_execution_elapsed_ms_total": 1.27,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_09f9e1dff7fab11e/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "f", "support": 3195, "support_share": 0.9996871088861077, "support_rank": 1}, {"value_label": "t", "support": 1, "support_share": 0.00031289111389236547, "support_rank": 2}]}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_09f9e1dff7fab11e/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: c4
+-- 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_c4_09f9e1dff7fab11e
+-- problem_id: v2p_c4_b6863066103d2b0e
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "spcop" AS value_label, COUNT(*) AS support
+    FROM "c4"
+    GROUP BY "spcop"
+)
+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;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_09f9e1dff7fab11e/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: c4\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_c4_09f9e1dff7fab11e\n-- problem_id: v2p_c4_b6863066103d2b0e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"spcop\" AS value_label, COUNT(*) AS support\n    FROM \"c4\"\n    GROUP BY \"spcop\"\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: c4\\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_c4_09f9e1dff7fab11e\\n-- problem_id: v2p_c4_b6863066103d2b0e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"spcop\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c4\\\"\\n    GROUP BY \\\"spcop\\\"\\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\": \"f\", \"support\": 3195, \"support_share\": 0.9996871088861077, \"support_rank\": 1}, {\"value_label\": \"t\", \"support\": 1, \"support_share\": 0.00031289111389236547, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.02}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_09f9e1dff7fab11e/run_manifest.json

@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c4",
+  "started_at": "2026-05-19T15:58:50.509339+00:00",
+  "ended_at": "2026-05-19T15:58:50.510974+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c4_09f9e1dff7fab11e",
+    "problem_id": "v2p_c4_b6863066103d2b0e",
+    "dataset_id": "c4",
+    "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=spcop.",
+    "bindings": {
+      "group_col": "spcop"
+    },
+    "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=10",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 10,
+    "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/c4/sql/v2q_c4_09f9e1dff7fab11e.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"
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_09f9e1dff7fab11e/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"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/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=mulch.
+Result preview: [{"mulch": "f", "row_count": 3040}, {"mulch": "t", "row_count": 156}]

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/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: c4
+-- 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_c4_0a92e1cd1b8cbeaf
+-- problem_id: v2p_c4_fb1875347b03fcaf
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "mulch", COUNT(*) AS "row_count"
+FROM "c4"
+GROUP BY "mulch"
+ORDER BY "row_count" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/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 \"mulch\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nGROUP BY \"mulch\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"mulch\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"mulch\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"mulch\", \"row_count\"], \"rows\": [{\"mulch\": \"f\", \"row_count\": 3040}, {\"mulch\": \"t\", \"row_count\": 156}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.6}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/run_manifest.json

@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c4",
+  "started_at": "2026-05-19T15:31:03.686537+00:00",
+  "ended_at": "2026-05-19T15:31:17.740314+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c4_0a92e1cd1b8cbeaf",
+    "problem_id": "v2p_c4_fb1875347b03fcaf",
+    "dataset_id": "c4",
+    "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=mulch.",
+    "bindings": {
+      "group_col": "mulch",
+      "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": 0.0,
+      "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/c4/sql/v2q_c4_0a92e1cd1b8cbeaf.sql",
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_0a92e1cd1b8cbeaf",
+    "api_calls": 0,
+    "input_tokens": 16966,
+    "cached_input_tokens": 12032,
+    "output_tokens": 290,
+    "total_tokens": 17256,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 14046.81,
+    "sql_execution_elapsed_ms_total": 2.6,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:31:17.735913+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": 14046.81, "started_at": "2026-05-19T15:31:03.687805+00:00", "ended_at": "2026-05-19T15:31:17.734655+00:00", "prompt_metrics": {"chars": 15138, "bytes_utf8": 15138, "lines": 538, "estimated_tokens": null}, "response_metrics": {"chars": 237, "bytes_utf8": 237, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16966, "cached_input_tokens": 12032, "output_tokens": 290, "reasoning_output_tokens": 219}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"mulch\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"mulch\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count by category on \\\"mulch\\\" using the planned template.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c4",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c4_0a92e1cd1b8cbeaf",
+  "api_calls": 0,
+  "input_tokens": 16966,
+  "cached_input_tokens": 12032,
+  "output_tokens": 290,
+  "total_tokens": 17256,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 14046.81,
+  "sql_execution_elapsed_ms_total": 2.6,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b49927122543b6a/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "f", "support": 2874, "support_share": 0.8992490613266583, "cumulative_support": 2874}, {"value_label": "t", "support": 322, "support_share": 0.10075093867334167, "cumulative_support": 3196}]}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b49927122543b6a/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: c4
+-- 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_c4_0b49927122543b6a
+-- problem_id: v2p_c4_823f474264b17de1
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "bkona" AS value_label, COUNT(*) AS support
+    FROM "c4"
+    GROUP BY "bkona"
+), 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;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b49927122543b6a/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: c4\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_c4_0b49927122543b6a\n-- problem_id: v2p_c4_823f474264b17de1\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"bkona\" AS value_label, COUNT(*) AS support\n    FROM \"c4\"\n    GROUP BY \"bkona\"\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: c4\\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_c4_0b49927122543b6a\\n-- problem_id: v2p_c4_823f474264b17de1\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"bkona\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c4\\\"\\n    GROUP BY \\\"bkona\\\"\\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\": \"f\", \"support\": 2874, \"support_share\": 0.8992490613266583, \"cumulative_support\": 2874}, {\"value_label\": \"t\", \"support\": 322, \"support_share\": 0.10075093867334167, \"cumulative_support\": 3196}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.21}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b49927122543b6a/run_manifest.json

@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c4",
+  "started_at": "2026-05-19T15:58:50.466373+00:00",
+  "ended_at": "2026-05-19T15:58:50.468231+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c4_0b49927122543b6a",
+    "problem_id": "v2p_c4_823f474264b17de1",
+    "dataset_id": "c4",
+    "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=bkona.",
+    "bindings": {
+      "group_col": "bkona"
+    },
+    "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/c4/sql/v2q_c4_0b49927122543b6a.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"
+  }
+}