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Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_02decc38441289c5/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.
+Result preview: [{"buying": "vhigh", "distinct_entities": 1}, {"buying": "med", "distinct_entities": 1}, {"buying": "low", "distinct_entities": 1}, {"buying": "high", "distinct_entities": 1}]

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_02decc38441289c5/generated_sql.sql

@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: c2
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_clickbench_filtered_distinct_topk
+-- query_record_id: v2q_c2_02decc38441289c5
+-- problem_id: v2p_c2_c8c9a469c1fefb21
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "buying", COUNT(DISTINCT "buying") AS "distinct_entities"
+FROM "c2"
+WHERE "lug_boot" = 'big'
+GROUP BY "buying"
+ORDER BY "distinct_entities" DESC
+LIMIT 15;

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_02decc38441289c5/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_filtered_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS \"distinct_entities\"\nFROM \"c2\"\nWHERE \"lug_boot\" = 'big'\nGROUP BY \"buying\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'big'\\nGROUP BY \\\"buying\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 15;\", \"columns\": [\"buying\", \"distinct_entities\"], \"rows\": [{\"buying\": \"vhigh\", \"distinct_entities\": 1}, {\"buying\": \"med\", \"distinct_entities\": 1}, {\"buying\": \"low\", \"distinct_entities\": 1}, {\"buying\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.09}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_02decc38441289c5/run_manifest.json

@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "c2",
+  "started_at": "2026-05-19T15:17:53.691605+00:00",
+  "ended_at": "2026-05-19T15:18:02.874312+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c2_02decc38441289c5",
+    "problem_id": "v2p_c2_c8c9a469c1fefb21",
+    "dataset_id": "c2",
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "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 Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.",
+    "bindings": {
+      "group_col": "buying",
+      "predicate_col": "lug_boot",
+      "predicate_op": "=",
+      "predicate_value": "big",
+      "entity_col": "buying",
+      "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": 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",
+      "predicate_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\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=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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/c2/sql/v2q_c2_02decc38441289c5.sql",
+  "usage_summary": {
+    "dataset_id": "c2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c2_02decc38441289c5",
+    "api_calls": 0,
+    "input_tokens": 13769,
+    "cached_input_tokens": 12672,
+    "output_tokens": 367,
+    "total_tokens": 14136,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 9177.2,
+    "sql_execution_elapsed_ms_total": 1.09,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_02decc38441289c5/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_02decc38441289c5/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:18:02.871107+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": 9177.2, "started_at": "2026-05-19T15:17:53.692588+00:00", "ended_at": "2026-05-19T15:18:02.869823+00:00", "prompt_metrics": {"chars": 5989, "bytes_utf8": 5989, "lines": 184, "estimated_tokens": null}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13769, "cached_input_tokens": 12672, "output_tokens": 367, "reasoning_output_tokens": 243}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'big'\\nGROUP BY \\\"buying\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 15;\",\"notes\":\"Used the provided template and bindings exactly. Because both group_col and entity_col are bound to \\\"buying\\\", each returned group's distinct count will be 1 whenever that buying category appears with lug_boot = 'big'.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_02decc38441289c5/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c2",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c2_02decc38441289c5",
+  "api_calls": 0,
+  "input_tokens": 13769,
+  "cached_input_tokens": 12672,
+  "output_tokens": 367,
+  "total_tokens": 14136,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 9177.2,
+  "sql_execution_elapsed_ms_total": 1.09,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_02decc38441289c5/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_034415e85fd9f3c3/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.
+Result preview: [{"class": "vgood", "support": 65}]

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_034415e85fd9f3c3/generated_sql.sql

@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: c2
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_clickbench_filtered_topk_group_count
+-- query_record_id: v2q_c2_034415e85fd9f3c3
+-- problem_id: v2p_c2_fc2a7ae511e09230
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "class", COUNT(*) AS support
+FROM "c2"
+WHERE "class" = 'vgood'
+GROUP BY "class"
+ORDER BY support DESC
+LIMIT 11;

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_034415e85fd9f3c3/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_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"class\" = 'vgood'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'vgood'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"vgood\", \"support\": 65}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.71}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_034415e85fd9f3c3/run_manifest.json

@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "c2",
+  "started_at": "2026-05-19T15:12:34.912866+00:00",
+  "ended_at": "2026-05-19T15:12:44.213657+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c2_034415e85fd9f3c3",
+    "problem_id": "v2p_c2_fc2a7ae511e09230",
+    "dataset_id": "c2",
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "subgroup_size_stability",
+    "intended_facet_id": "subgroup_distribution_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 Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.",
+    "bindings": {
+      "group_col": "class",
+      "predicate_col": "class",
+      "predicate_op": "=",
+      "predicate_value": "vgood",
+      "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",
+      "predicate_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/2",
+      "binding_index=111"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "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_f/c2/sql/v2q_c2_034415e85fd9f3c3.sql",
+  "usage_summary": {
+    "dataset_id": "c2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c2_034415e85fd9f3c3",
+    "api_calls": 0,
+    "input_tokens": 13736,
+    "cached_input_tokens": 0,
+    "output_tokens": 293,
+    "total_tokens": 14029,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 9296.46,
+    "sql_execution_elapsed_ms_total": 0.71,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_034415e85fd9f3c3/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_034415e85fd9f3c3/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:12:44.211215+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": 9296.46, "started_at": "2026-05-19T15:12:34.913688+00:00", "ended_at": "2026-05-19T15:12:44.210176+00:00", "prompt_metrics": {"chars": 5845, "bytes_utf8": 5845, "lines": 182, "estimated_tokens": null}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13736, "cached_input_tokens": 0, "output_tokens": 293, "reasoning_output_tokens": 175}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'vgood'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"class\\\" and predicate_col=\\\"class\\\" fixed to 'vgood'. Because the filter and grouping use the same column, the result will contain at most one group: 'vgood'.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_034415e85fd9f3c3/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c2",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c2_034415e85fd9f3c3",
+  "api_calls": 0,
+  "input_tokens": 13736,
+  "cached_input_tokens": 0,
+  "output_tokens": 293,
+  "total_tokens": 14029,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 9296.46,
+  "sql_execution_elapsed_ms_total": 0.71,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_034415e85fd9f3c3/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_040cd7db47ae0614/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=doors, group_col_2=lug_boot, target_col=class.
+Result preview: [{"doors": "2", "lug_boot": "small", "target_rate": 0.875}, {"doors": "2", "lug_boot": "med", "target_rate": 0.75}, {"doors": "3", "lug_boot": "small", "target_rate": 0.75}, {"doors": "4", "lug_boot": "small", "target_rate": 0.75}, {"doors": "5more", "lug_boot": "small", "target_rate": 0.75}]

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_040cd7db47ae0614/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: c2
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_c2_two_dim_target_rate
+-- query_record_id: v2q_c2_040cd7db47ae0614
+-- problem_id: v2p_c2_d2e1e08465ea67da
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "doors", "lug_boot",
+       AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS "target_rate"
+FROM "c2"
+GROUP BY "doors", "lug_boot"
+ORDER BY "target_rate" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_040cd7db47ae0614/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 \"doors\", \"lug_boot\",\n       AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"doors\", \"lug_boot\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"lug_boot\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"lug_boot\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"doors\", \"lug_boot\", \"target_rate\"], \"rows\": [{\"doors\": \"2\", \"lug_boot\": \"small\", \"target_rate\": 0.875}, {\"doors\": \"2\", \"lug_boot\": \"med\", \"target_rate\": 0.75}, {\"doors\": \"3\", \"lug_boot\": \"small\", \"target_rate\": 0.75}, {\"doors\": \"4\", \"lug_boot\": \"small\", \"target_rate\": 0.75}, {\"doors\": \"5more\", \"lug_boot\": \"small\", \"target_rate\": 0.75}, {\"doors\": \"3\", \"lug_boot\": \"med\", \"target_rate\": 0.6944444444444444}, {\"doors\": \"2\", \"lug_boot\": \"big\", \"target_rate\": 0.6388888888888888}, {\"doors\": \"3\", \"lug_boot\": \"big\", \"target_rate\": 0.6388888888888888}, {\"doors\": \"4\", \"lug_boot\": \"big\", \"target_rate\": 0.6388888888888888}, {\"doors\": \"4\", \"lug_boot\": \"med\", \"target_rate\": 0.6388888888888888}, {\"doors\": \"5more\", \"lug_boot\": \"big\", \"target_rate\": 0.6388888888888888}, {\"doors\": \"5more\", \"lug_boot\": \"med\", \"target_rate\": 0.6388888888888888}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.47}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_040cd7db47ae0614/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "c2",
+  "started_at": "2026-05-19T15:08:18.984563+00:00",
+  "ended_at": "2026-05-19T15:08:32.050812+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c2_040cd7db47ae0614",
+    "problem_id": "v2p_c2_d2e1e08465ea67da",
+    "dataset_id": "c2",
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "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 dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=doors, group_col_2=lug_boot, target_col=class.",
+    "bindings": {
+      "group_col": "doors",
+      "group_col_2": "lug_boot",
+      "target_col": "class",
+      "target_value": "unacc",
+      "top_k": 16,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 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=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=2/2",
+      "binding_index=96"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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_f/c2/sql/v2q_c2_040cd7db47ae0614.sql",
+  "usage_summary": {
+    "dataset_id": "c2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c2_040cd7db47ae0614",
+    "api_calls": 0,
+    "input_tokens": 13789,
+    "cached_input_tokens": 12672,
+    "output_tokens": 433,
+    "total_tokens": 14222,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13061.09,
+    "sql_execution_elapsed_ms_total": 1.47,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_040cd7db47ae0614/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_040cd7db47ae0614/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:08:32.048049+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": 13061.09, "started_at": "2026-05-19T15:08:18.986142+00:00", "ended_at": "2026-05-19T15:08:32.047271+00:00", "prompt_metrics": {"chars": 5962, "bytes_utf8": 5962, "lines": 183, "estimated_tokens": null}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13789, "cached_input_tokens": 12672, "output_tokens": 433, "reasoning_output_tokens": 319}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"lug_boot\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"lug_boot\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Computes the rate of rows with class='unacc' for each (doors, lug_boot) combination and ranks combinations by that target rate.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_040cd7db47ae0614/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c2",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c2_040cd7db47ae0614",
+  "api_calls": 0,
+  "input_tokens": 13789,
+  "cached_input_tokens": 12672,
+  "output_tokens": 433,
+  "total_tokens": 14222,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 13061.09,
+  "sql_execution_elapsed_ms_total": 1.47,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_040cd7db47ae0614/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_0430aead08e04f13/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "2", "support": 432, "support_share": 0.25, "support_rank": 1}, {"value_label": "3", "support": 432, "support_share": 0.25, "support_rank": 2}, {"value_label": "4", "support": 432, "support_share": 0.25, "support_rank": 3}, {"value_label": "5more", "support": 432, "support_share": 0.25, "support_rank": 4}]}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_0430aead08e04f13/generated_sql.sql

@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: c2
+-- 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_c2_0430aead08e04f13
+-- problem_id: v2p_c2_5de4caad69c46dd7
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "doors" AS value_label, COUNT(*) AS support
+    FROM "c2"
+    GROUP BY "doors"
+)
+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_f/c2/artifacts/v2q_c2_0430aead08e04f13/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_f\n-- sql_source_dataset_id: c2\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_c2_0430aead08e04f13\n-- problem_id: v2p_c2_5de4caad69c46dd7\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"doors\" AS value_label, COUNT(*) AS support\n    FROM \"c2\"\n    GROUP BY \"doors\"\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_f\\n-- sql_source_dataset_id: c2\\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_c2_0430aead08e04f13\\n-- problem_id: v2p_c2_5de4caad69c46dd7\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"doors\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c2\\\"\\n    GROUP BY \\\"doors\\\"\\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\": \"2\", \"support\": 432, \"support_share\": 0.25, \"support_rank\": 1}, {\"value_label\": \"3\", \"support\": 432, \"support_share\": 0.25, \"support_rank\": 2}, {\"value_label\": \"4\", \"support\": 432, \"support_share\": 0.25, \"support_rank\": 3}, {\"value_label\": \"5more\", \"support\": 432, \"support_share\": 0.25, \"support_rank\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.26}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_0430aead08e04f13/run_manifest.json

@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "c2",
+  "started_at": "2026-05-19T15:18:02.905828+00:00",
+  "ended_at": "2026-05-19T15:18:02.908115+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c2_0430aead08e04f13",
+    "problem_id": "v2p_c2_5de4caad69c46dd7",
+    "dataset_id": "c2",
+    "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=doors.",
+    "bindings": {
+      "group_col": "doors"
+    },
+    "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_f/c2/sql/v2q_c2_0430aead08e04f13.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_f/c2/artifacts/v2q_c2_0430aead08e04f13/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_f/c2/artifacts/v2q_c2_050bb8c9612638aa/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=lug_boot, target_col=class.
+Result preview: [{"lug_boot": "small", "support": 576, "focus_rate": 0.78125}, {"lug_boot": "med", "support": 576, "focus_rate": 0.6805555555555556}, {"lug_boot": "big", "support": 576, "focus_rate": 0.6388888888888888}]

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_050bb8c9612638aa/generated_sql.sql

@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: c2
+-- 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_c2_050bb8c9612638aa
+-- problem_id: v2p_c2_c13c0d5c605d28a9
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "lug_boot",
+    COUNT(*) AS support,
+    AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate
+FROM "c2"
+GROUP BY "lug_boot"
+HAVING COUNT(*) >= 4
+ORDER BY focus_rate DESC, support ASC
+LIMIT 18;

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_050bb8c9612638aa/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    \"lug_boot\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"lug_boot\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"lug_boot\", \"support\", \"focus_rate\"], \"rows\": [{\"lug_boot\": \"small\", \"support\": 576, \"focus_rate\": 0.78125}, {\"lug_boot\": \"med\", \"support\": 576, \"focus_rate\": 0.6805555555555556}, {\"lug_boot\": \"big\", \"support\": 576, \"focus_rate\": 0.6388888888888888}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.74}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_050bb8c9612638aa/run_manifest.json

@@ -0,0 +1,90 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "c2",
+  "started_at": "2026-05-19T15:06:18.036123+00:00",
+  "ended_at": "2026-05-19T15:06:28.714707+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c2_050bb8c9612638aa",
+    "problem_id": "v2p_c2_c13c0d5c605d28a9",
+    "dataset_id": "c2",
+    "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=lug_boot, target_col=class.",
+    "bindings": {
+      "group_col": "lug_boot",
+      "target_col": "class",
+      "target_value": "unacc",
+      "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": 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=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_f/c2/sql/v2q_c2_050bb8c9612638aa.sql",
+  "usage_summary": {
+    "dataset_id": "c2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c2_050bb8c9612638aa",
+    "api_calls": 0,
+    "input_tokens": 13804,
+    "cached_input_tokens": 0,
+    "output_tokens": 453,
+    "total_tokens": 14257,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10672.6,
+    "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_f/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_050bb8c9612638aa/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:06:28.710925+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": 10672.6, "started_at": "2026-05-19T15:06:18.037040+00:00", "ended_at": "2026-05-19T15:06:28.709675+00:00", "prompt_metrics": {"chars": 6001, "bytes_utf8": 6001, "lines": 181, "estimated_tokens": null}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13804, "cached_input_tokens": 0, "output_tokens": 453, "reasoning_output_tokens": 312}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"lug_boot\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Instantiated the provided Tail Target-Rate Extremes template with group_col=\\\"lug_boot\\\", target_col=\\\"class\\\", target_value='unacc', min_support=4, and top_k=18.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_050bb8c9612638aa/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c2",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c2_050bb8c9612638aa",
+  "api_calls": 0,
+  "input_tokens": 13804,
+  "cached_input_tokens": 0,
+  "output_tokens": 453,
+  "total_tokens": 14257,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10672.6,
+  "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_f/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_0584255cfe12d3f4/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=safety, group_col_2=class, target_col=class.
+Result preview: [{"safety": "high", "class": "unacc", "target_rate": 1.0}, {"safety": "low", "class": "unacc", "target_rate": 1.0}, {"safety": "med", "class": "unacc", "target_rate": 1.0}, {"safety": "high", "class": "acc", "target_rate": 0.0}, {"safety": "high", "class": "good", "target_rate": 0.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_0584255cfe12d3f4/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: c2
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_c2_two_dim_target_rate
+-- query_record_id: v2q_c2_0584255cfe12d3f4
+-- problem_id: v2p_c2_b17411bd0d202f2e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "safety", "class",
+       AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS "target_rate"
+FROM "c2"
+GROUP BY "safety", "class"
+ORDER BY "target_rate" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_0584255cfe12d3f4/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 \"safety\", \"class\",\n       AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"safety\", \"class\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate.\\nSELECT \\\"safety\\\", \\\"class\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"safety\", \"class\", \"target_rate\"], \"rows\": [{\"safety\": \"high\", \"class\": \"unacc\", \"target_rate\": 1.0}, {\"safety\": \"low\", \"class\": \"unacc\", \"target_rate\": 1.0}, {\"safety\": \"med\", \"class\": \"unacc\", \"target_rate\": 1.0}, {\"safety\": \"high\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"safety\": \"high\", \"class\": \"good\", \"target_rate\": 0.0}, {\"safety\": \"high\", \"class\": \"vgood\", \"target_rate\": 0.0}, {\"safety\": \"med\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"safety\": \"med\", \"class\": \"good\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.86}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_0584255cfe12d3f4/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "c2",
+  "started_at": "2026-05-19T15:11:08.472109+00:00",
+  "ended_at": "2026-05-19T15:11:21.088283+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c2_0584255cfe12d3f4",
+    "problem_id": "v2p_c2_b17411bd0d202f2e",
+    "dataset_id": "c2",
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "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 dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=safety, group_col_2=class, target_col=class.",
+    "bindings": {
+      "group_col": "safety",
+      "group_col_2": "class",
+      "target_col": "class",
+      "target_value": "unacc",
+      "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": 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=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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/c2/sql/v2q_c2_0584255cfe12d3f4.sql",
+  "usage_summary": {
+    "dataset_id": "c2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c2_0584255cfe12d3f4",
+    "api_calls": 0,
+    "input_tokens": 13788,
+    "cached_input_tokens": 12672,
+    "output_tokens": 648,
+    "total_tokens": 14436,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12610.63,
+    "sql_execution_elapsed_ms_total": 1.86,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_0584255cfe12d3f4/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_0584255cfe12d3f4/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:11:21.084756+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": 12610.63, "started_at": "2026-05-19T15:11:08.473020+00:00", "ended_at": "2026-05-19T15:11:21.083686+00:00", "prompt_metrics": {"chars": 5958, "bytes_utf8": 5958, "lines": 183, "estimated_tokens": null}, "response_metrics": {"chars": 539, "bytes_utf8": 539, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13788, "cached_input_tokens": 12672, "output_tokens": 648, "reasoning_output_tokens": 494}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate.\\nSELECT \\\"safety\\\", \\\"class\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the required Two-Axis Target Rate Surface template with group_col=\\\"safety\\\", group_col_2=\\\"class\\\", and target_col=\\\"class\\\". Because the grouping includes the target column itself, the computed rate is deterministic within each group: 1.0 when \\\"class\\\"='unacc' and 0.0 otherwise.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_0584255cfe12d3f4/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c2",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c2_0584255cfe12d3f4",
+  "api_calls": 0,
+  "input_tokens": 13788,
+  "cached_input_tokens": 12672,
+  "output_tokens": 648,
+  "total_tokens": 14436,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 12610.63,
+  "sql_execution_elapsed_ms_total": 1.86,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_0584255cfe12d3f4/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_06a19f9d880447a9/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=maint, target_col=class.
+Result preview: [{"maint": "med", "support": 432, "focus_rate": 0.2662037037037037}, {"maint": "high", "support": 432, "focus_rate": 0.24305555555555555}, {"maint": "low", "support": 432, "focus_rate": 0.21296296296296297}, {"maint": "vhigh", "support": 432, "focus_rate": 0.16666666666666666}]

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_06a19f9d880447a9/generated_sql.sql

@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: c2
+-- 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_c2_06a19f9d880447a9
+-- problem_id: v2p_c2_aeb4931266300854
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "maint",
+    COUNT(*) AS "support",
+    AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS "focus_rate"
+FROM "c2"
+GROUP BY "maint"
+HAVING COUNT(*) >= 5
+ORDER BY "focus_rate" DESC, "support" ASC
+LIMIT 10;

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_06a19f9d880447a9/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    \"maint\",\n    COUNT(*) AS \"support\",\n    AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"maint\\\",\\n    COUNT(*) AS \\\"support\\\",\\n    AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 10;\", \"columns\": [\"maint\", \"support\", \"focus_rate\"], \"rows\": [{\"maint\": \"med\", \"support\": 432, \"focus_rate\": 0.2662037037037037}, {\"maint\": \"high\", \"support\": 432, \"focus_rate\": 0.24305555555555555}, {\"maint\": \"low\", \"support\": 432, \"focus_rate\": 0.21296296296296297}, {\"maint\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.16666666666666666}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.96}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_06a19f9d880447a9/run_manifest.json

@@ -0,0 +1,90 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "c2",
+  "started_at": "2026-05-19T15:05:10.195335+00:00",
+  "ended_at": "2026-05-19T15:05:21.098820+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c2_06a19f9d880447a9",
+    "problem_id": "v2p_c2_aeb4931266300854",
+    "dataset_id": "c2",
+    "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=maint, target_col=class.",
+    "bindings": {
+      "group_col": "maint",
+      "target_col": "class",
+      "target_value": "acc",
+      "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": 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=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_f/c2/sql/v2q_c2_06a19f9d880447a9.sql",
+  "usage_summary": {
+    "dataset_id": "c2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c2_06a19f9d880447a9",
+    "api_calls": 0,
+    "input_tokens": 13801,
+    "cached_input_tokens": 12672,
+    "output_tokens": 363,
+    "total_tokens": 14164,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10899.9,
+    "sql_execution_elapsed_ms_total": 0.96,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_06a19f9d880447a9/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:05:21.096661+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": 10899.9, "started_at": "2026-05-19T15:05:10.195975+00:00", "ended_at": "2026-05-19T15:05:21.095895+00:00", "prompt_metrics": {"chars": 5991, "bytes_utf8": 5991, "lines": 181, "estimated_tokens": null}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13801, "cached_input_tokens": 12672, "output_tokens": 363, "reasoning_output_tokens": 221}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"maint\\\",\\n    COUNT(*) AS \\\"support\\\",\\n    AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 10;\",\"notes\":\"Instantiated the Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='acc', min_support=5, and top_k=10.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_06a19f9d880447a9/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c2",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c2_06a19f9d880447a9",
+  "api_calls": 0,
+  "input_tokens": 13801,
+  "cached_input_tokens": 12672,
+  "output_tokens": 363,
+  "total_tokens": 14164,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10899.9,
+  "sql_execution_elapsed_ms_total": 0.96,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_07e8967fd52838ea/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint.
+Result preview: [{"maint": "vhigh", "support": 144}, {"maint": "med", "support": 144}, {"maint": "low", "support": 144}, {"maint": "high", "support": 144}]

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_07e8967fd52838ea/generated_sql.sql

@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: c2
+-- 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_filtered_topk_group_count
+-- query_record_id: v2q_c2_07e8967fd52838ea
+-- problem_id: v2p_c2_8f9c8f16b57bfbcc
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "maint", COUNT(*) AS "support"
+FROM "c2"
+WHERE "safety" = 'high'
+GROUP BY "maint"
+ORDER BY "support" DESC
+LIMIT 18;

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_07e8967fd52838ea/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_filtered_topk_group_count\nSELECT \"maint\", COUNT(*) AS \"support\"\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"maint\"\nORDER BY \"support\" DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"maint\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"maint\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 18;\", \"columns\": [\"maint\", \"support\"], \"rows\": [{\"maint\": \"vhigh\", \"support\": 144}, {\"maint\": \"med\", \"support\": 144}, {\"maint\": \"low\", \"support\": 144}, {\"maint\": \"high\", \"support\": 144}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.27}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_07e8967fd52838ea/run_manifest.json

@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "c2",
+  "started_at": "2026-05-19T15:13:24.648946+00:00",
+  "ended_at": "2026-05-19T15:13:33.162011+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c2_07e8967fd52838ea",
+    "problem_id": "v2p_c2_8f9c8f16b57bfbcc",
+    "dataset_id": "c2",
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "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 Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint.",
+    "bindings": {
+      "group_col": "maint",
+      "predicate_col": "safety",
+      "predicate_op": "=",
+      "predicate_value": "high",
+      "top_k": 18,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.0,
+      "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",
+      "predicate_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=2/2",
+      "binding_index=113"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "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_f/c2/sql/v2q_c2_07e8967fd52838ea.sql",
+  "usage_summary": {
+    "dataset_id": "c2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c2_07e8967fd52838ea",
+    "api_calls": 0,
+    "input_tokens": 13734,
+    "cached_input_tokens": 12672,
+    "output_tokens": 291,
+    "total_tokens": 14025,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8505.91,
+    "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_f/c2/artifacts/v2q_c2_07e8967fd52838ea/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_07e8967fd52838ea/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:13:33.158054+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": 8505.91, "started_at": "2026-05-19T15:13:24.650494+00:00", "ended_at": "2026-05-19T15:13:33.156442+00:00", "prompt_metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 182, "estimated_tokens": null}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13734, "cached_input_tokens": 12672, "output_tokens": 291, "reasoning_output_tokens": 183}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"maint\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"maint\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 18;\",\"notes\":\"Applied the planned Filtered Top-k Group Count template with group_col=\\\"maint\\\", predicate_col=\\\"safety\\\", predicate_op=\\\"=\\\", predicate_value='high', and top_k=18.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_07e8967fd52838ea/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c2",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c2_07e8967fd52838ea",
+  "api_calls": 0,
+  "input_tokens": 13734,
+  "cached_input_tokens": 12672,
+  "output_tokens": 291,
+  "total_tokens": 14025,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8505.91,
+  "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_f/c2/artifacts/v2q_c2_07e8967fd52838ea/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_07e906a76926c297/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=lug_boot.
+Result preview: [{"lug_boot": "big", "support": 576}, {"lug_boot": "med", "support": 576}, {"lug_boot": "small", "support": 576}]

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_07e906a76926c297/generated_sql.sql

@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: c2
+-- 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_c2_07e906a76926c297
+-- problem_id: v2p_c2_7571f8715765f6a8
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "lug_boot",
+    COUNT(*) AS "support"
+FROM "c2"
+GROUP BY "lug_boot"
+ORDER BY "support" ASC, "lug_boot"
+LIMIT 15;

Query/sql/v2/runs/v2_cli_20260502_081223_f/c2/artifacts/v2q_c2_07e906a76926c297/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    \"lug_boot\",\n    COUNT(*) AS \"support\"\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY \"support\" ASC, \"lug_boot\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"lug_boot\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY \\\"support\\\" ASC, \\\"lug_boot\\\"\\nLIMIT 15;\", \"columns\": [\"lug_boot\", \"support\"], \"rows\": [{\"lug_boot\": \"big\", \"support\": 576}, {\"lug_boot\": \"med\", \"support\": 576}, {\"lug_boot\": \"small\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.88}"}