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Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/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=has_nurs, condition_col=has_nurs.
+Result preview: [{"has_nurs": "improper", "condition_rate": 1.0}, {"has_nurs": "very_crit", "condition_rate": 0.0}, {"has_nurs": "proper", "condition_rate": 0.0}, {"has_nurs": "less_proper", "condition_rate": 0.0}, {"has_nurs": "critical", "condition_rate": 0.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c7
+-- 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_c7_00fd7129d54cd1a0
+-- problem_id: v2p_c7_35c3299701f49d28
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "has_nurs",
+       AVG(CASE WHEN "has_nurs" = 'improper' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "c7"
+GROUP BY "has_nurs"
+ORDER BY "condition_rate" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/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 \"has_nurs\",\n       AVG(CASE WHEN \"has_nurs\" = 'improper' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"has_nurs\\\",\\n       AVG(CASE WHEN \\\"has_nurs\\\" = 'improper' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"has_nurs\", \"condition_rate\"], \"rows\": [{\"has_nurs\": \"improper\", \"condition_rate\": 1.0}, {\"has_nurs\": \"very_crit\", \"condition_rate\": 0.0}, {\"has_nurs\": \"proper\", \"condition_rate\": 0.0}, {\"has_nurs\": \"less_proper\", \"condition_rate\": 0.0}, {\"has_nurs\": \"critical\", \"condition_rate\": 0.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.98}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c7",
+  "started_at": "2026-05-19T15:33:56.956057+00:00",
+  "ended_at": "2026-05-19T15:34:05.015656+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c7_00fd7129d54cd1a0",
+    "problem_id": "v2p_c7_35c3299701f49d28",
+    "dataset_id": "c7",
+    "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=has_nurs, condition_col=has_nurs.",
+    "bindings": {
+      "group_col": "has_nurs",
+      "condition_col": "has_nurs",
+      "condition_value": "improper",
+      "positive_value": "critical",
+      "negative_value": "improper",
+      "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",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=2/2",
+      "binding_index=28"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_00fd7129d54cd1a0.sql",
+  "usage_summary": {
+    "dataset_id": "c7",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c7_00fd7129d54cd1a0",
+    "api_calls": 0,
+    "input_tokens": 13940,
+    "cached_input_tokens": 12672,
+    "output_tokens": 310,
+    "total_tokens": 14250,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8043.46,
+    "sql_execution_elapsed_ms_total": 8.98,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:34:05.003699+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": 8043.46, "started_at": "2026-05-19T15:33:56.958682+00:00", "ended_at": "2026-05-19T15:34:05.002192+00:00", "prompt_metrics": {"chars": 6520, "bytes_utf8": 6520, "lines": 207, "estimated_tokens": null}, "response_metrics": {"chars": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13940, "cached_input_tokens": 12672, "output_tokens": 310, "reasoning_output_tokens": 173}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"has_nurs\\\",\\n       AVG(CASE WHEN \\\"has_nurs\\\" = 'improper' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with both group_col and condition_col bound to \\\"has_nurs\\\" and condition_value bound to 'improper'. This measures, for each has_nurs category, the share of rows in that same category equal to 'improper'.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c7",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c7_00fd7129d54cd1a0",
+  "api_calls": 0,
+  "input_tokens": 13940,
+  "cached_input_tokens": 12672,
+  "output_tokens": 310,
+  "total_tokens": 14250,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8043.46,
+  "sql_execution_elapsed_ms_total": 8.98,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_00fd7129d54cd1a0/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=parents, condition_col=parents.
+Result preview: [{"parents": "pretentious", "condition_rate": 1.0}, {"parents": "usual", "condition_rate": 0.0}, {"parents": "great_pret", "condition_rate": 0.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/generated_sql.sql

@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c7
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_c7_025a43508b7af3dc
+-- problem_id: v2p_c7_bd1678bceb4f351d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "parents",
+  AVG(CASE WHEN "parents" = 'pretentious' THEN 1.0 ELSE 0.0 END) AS "condition_rate"
+FROM "c7"
+GROUP BY "parents"
+ORDER BY "condition_rate" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/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\n  \"parents\",\n  AVG(CASE WHEN \"parents\" = 'pretentious' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n  \\\"parents\\\",\\n  AVG(CASE WHEN \\\"parents\\\" = 'pretentious' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"parents\", \"condition_rate\"], \"rows\": [{\"parents\": \"pretentious\", \"condition_rate\": 1.0}, {\"parents\": \"usual\", \"condition_rate\": 0.0}, {\"parents\": \"great_pret\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.03}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c7",
+  "started_at": "2026-05-19T15:33:36.133269+00:00",
+  "ended_at": "2026-05-19T15:33:45.599243+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c7_025a43508b7af3dc",
+    "problem_id": "v2p_c7_bd1678bceb4f351d",
+    "dataset_id": "c7",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=parents, condition_col=parents.",
+    "bindings": {
+      "group_col": "parents",
+      "condition_col": "parents",
+      "condition_value": "pretentious",
+      "positive_value": "great_pret",
+      "negative_value": "pretentious",
+      "top_k": 17,
+      "top_n": 7,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=2/2",
+      "binding_index=27"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_025a43508b7af3dc.sql",
+  "usage_summary": {
+    "dataset_id": "c7",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c7_025a43508b7af3dc",
+    "api_calls": 0,
+    "input_tokens": 13935,
+    "cached_input_tokens": 12672,
+    "output_tokens": 486,
+    "total_tokens": 14421,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 9455.46,
+    "sql_execution_elapsed_ms_total": 6.03,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:33:45.591113+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": 9455.46, "started_at": "2026-05-19T15:33:36.134519+00:00", "ended_at": "2026-05-19T15:33:45.590041+00:00", "prompt_metrics": {"chars": 6520, "bytes_utf8": 6520, "lines": 207, "estimated_tokens": null}, "response_metrics": {"chars": 567, "bytes_utf8": 567, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13935, "cached_input_tokens": 12672, "output_tokens": 486, "reasoning_output_tokens": 336}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n  \\\"parents\\\",\\n  AVG(CASE WHEN \\\"parents\\\" = 'pretentious' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with both group_col and condition_col bound to \\\"parents\\\" and condition_value set to 'pretentious'. Because the grouping column matches the condition column, the result is a within-group proportion that is 1.0 for the 'pretentious' group and 0.0 for all other parent groups.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c7",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c7_025a43508b7af3dc",
+  "api_calls": 0,
+  "input_tokens": 13935,
+  "cached_input_tokens": 12672,
+  "output_tokens": 486,
+  "total_tokens": 14421,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 9455.46,
+  "sql_execution_elapsed_ms_total": 6.03,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_025a43508b7af3dc/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/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=social.
+Result preview: [{"social": "slightly_prob", "distinct_entities": 1}, {"social": "problematic", "distinct_entities": 1}, {"social": "nonprob", "distinct_entities": 1}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c7
+-- 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_group_distinct_topk
+-- query_record_id: v2q_c7_034b189bd3aaf62a
+-- problem_id: v2p_c7_d5fe747daa959f70
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "social", COUNT(DISTINCT "social") AS distinct_entities
+FROM "c7"
+GROUP BY "social"
+ORDER BY distinct_entities DESC
+LIMIT 11;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/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 \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"social\", \"distinct_entities\"], \"rows\": [{\"social\": \"slightly_prob\", \"distinct_entities\": 1}, {\"social\": \"problematic\", \"distinct_entities\": 1}, {\"social\": \"nonprob\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.9}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/run_manifest.json

@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c7",
+  "started_at": "2026-05-19T15:29:36.450453+00:00",
+  "ended_at": "2026-05-19T15:29:48.146230+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c7_034b189bd3aaf62a",
+    "problem_id": "v2p_c7_d5fe747daa959f70",
+    "dataset_id": "c7",
+    "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_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 Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social.",
+    "bindings": {
+      "group_col": "social",
+      "entity_col": "social",
+      "top_k": 11,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 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=1/2",
+      "binding_index=6"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_034b189bd3aaf62a.sql",
+  "usage_summary": {
+    "dataset_id": "c7",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c7_034b189bd3aaf62a",
+    "api_calls": 0,
+    "input_tokens": 13895,
+    "cached_input_tokens": 12032,
+    "output_tokens": 315,
+    "total_tokens": 14210,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11678.11,
+    "sql_execution_elapsed_ms_total": 10.9,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:29:48.131888+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": 11678.11, "started_at": "2026-05-19T15:29:36.452235+00:00", "ended_at": "2026-05-19T15:29:48.130378+00:00", "prompt_metrics": {"chars": 6361, "bytes_utf8": 6361, "lines": 204, "estimated_tokens": null}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13895, "cached_input_tokens": 12032, "output_tokens": 315, "reasoning_output_tokens": 206}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Applied the required template with group_col=\\\"social\\\" and entity_col=\\\"social\\\" as bound. Because the grouped column and distinct-count column are the same, each non-NULL social group will typically have distinct_entities = 1.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c7",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c7_034b189bd3aaf62a",
+  "api_calls": 0,
+  "input_tokens": 13895,
+  "cached_input_tokens": 12032,
+  "output_tokens": 315,
+  "total_tokens": 14210,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 11678.11,
+  "sql_execution_elapsed_ms_total": 10.9,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_034b189bd3aaf62a/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=form, group_col_2=class.
+Result preview: [{"form": "complete", "class": "priority", "row_count": 1152}, {"form": "complete", "class": "not_recom", "row_count": 1080}, {"form": "complete", "class": "spec_prior", "row_count": 888}, {"form": "complete", "class": "very_recom", "row_count": 118}, {"form": "complete", "class": "recommend", "row_count": 2}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c7
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_c7_04102e27247e1d92
+-- problem_id: v2p_c7_4ae85f6f1e7adf73
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "form", "class", COUNT(*) AS row_count
+FROM "c7"
+WHERE "form" = 'complete'
+GROUP BY "form", "class"
+ORDER BY row_count DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"form\", \"class\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"form\" = 'complete'\nGROUP BY \"form\", \"class\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"form\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'complete'\\nGROUP BY \\\"form\\\", \\\"class\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"form\", \"class\", \"row_count\"], \"rows\": [{\"form\": \"complete\", \"class\": \"priority\", \"row_count\": 1152}, {\"form\": \"complete\", \"class\": \"not_recom\", \"row_count\": 1080}, {\"form\": \"complete\", \"class\": \"spec_prior\", \"row_count\": 888}, {\"form\": \"complete\", \"class\": \"very_recom\", \"row_count\": 118}, {\"form\": \"complete\", \"class\": \"recommend\", \"row_count\": 2}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.48}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/run_manifest.json

@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c7",
+  "started_at": "2026-05-19T15:38:53.582025+00:00",
+  "ended_at": "2026-05-19T15:39:01.381813+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c7_04102e27247e1d92",
+    "problem_id": "v2p_c7_4ae85f6f1e7adf73",
+    "dataset_id": "c7",
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=form, group_col_2=class.",
+    "bindings": {
+      "group_col": "form",
+      "group_col_2": "class",
+      "predicate_col": "form",
+      "predicate_op": "=",
+      "predicate_value": "complete",
+      "top_k": 11,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 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",
+      "predicate_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/1",
+      "binding_index=56"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_04102e27247e1d92.sql",
+  "usage_summary": {
+    "dataset_id": "c7",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c7_04102e27247e1d92",
+    "api_calls": 0,
+    "input_tokens": 13959,
+    "cached_input_tokens": 12672,
+    "output_tokens": 236,
+    "total_tokens": 14195,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 7786.25,
+    "sql_execution_elapsed_ms_total": 6.48,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:39:01.372293+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": 7786.25, "started_at": "2026-05-19T15:38:53.584451+00:00", "ended_at": "2026-05-19T15:39:01.370745+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 208, "estimated_tokens": null}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13959, "cached_input_tokens": 12672, "output_tokens": 236, "reasoning_output_tokens": 129}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"form\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'complete'\\nGROUP BY \\\"form\\\", \\\"class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applies the requested filtered two-dimensional group count template on table \\\"c7\\\", grouping by \\\"form\\\" and \\\"class\\\" with the fixed filter \\\"form\\\" = 'complete'.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c7",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c7_04102e27247e1d92",
+  "api_calls": 0,
+  "input_tokens": 13959,
+  "cached_input_tokens": 12672,
+  "output_tokens": 236,
+  "total_tokens": 14195,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 7786.25,
+  "sql_execution_elapsed_ms_total": 6.48,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04102e27247e1d92/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04223e355625648d/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=form, target_col=class.
+Result preview: [{"form": "foster", "support": 3240, "focus_rate": 0.3506172839506173}, {"form": "incomplete", "support": 3240, "focus_rate": 0.32469135802469135}, {"form": "completed", "support": 3240, "focus_rate": 0.29876543209876544}, {"form": "complete", "support": 3240, "focus_rate": 0.2740740740740741}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04223e355625648d/generated_sql.sql

@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c7
+-- 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_c7_04223e355625648d
+-- problem_id: v2p_c7_46df379f83ed34ce
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "form",
+    COUNT(*) AS support,
+    AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate
+FROM "c7"
+GROUP BY "form"
+HAVING COUNT(*) >= 4
+ORDER BY focus_rate DESC, support ASC
+LIMIT 17;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04223e355625648d/run_manifest.json

@@ -0,0 +1,90 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c7",
+  "started_at": "2026-05-19T15:46:29.589760+00:00",
+  "ended_at": "2026-05-19T15:46:40.126923+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c7_04223e355625648d",
+    "problem_id": "v2p_c7_46df379f83ed34ce",
+    "dataset_id": "c7",
+    "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=form, target_col=class.",
+    "bindings": {
+      "group_col": "form",
+      "target_col": "class",
+      "target_value": "spec_prior",
+      "top_k": 17,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 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=9",
+      "sql_variant_index=2/2",
+      "binding_index=92"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_04223e355625648d.sql",
+  "usage_summary": {
+    "dataset_id": "c7",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c7_04223e355625648d",
+    "api_calls": 0,
+    "input_tokens": 13984,
+    "cached_input_tokens": 12032,
+    "output_tokens": 370,
+    "total_tokens": 14354,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10526.44,
+    "sql_execution_elapsed_ms_total": 5.93,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04223e355625648d/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_04223e355625648d/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:46:40.118794+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": 10526.44, "started_at": "2026-05-19T15:46:29.591187+00:00", "ended_at": "2026-05-19T15:46:40.117674+00:00", "prompt_metrics": {"chars": 6584, "bytes_utf8": 6584, "lines": 205, "estimated_tokens": null}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13984, "cached_input_tokens": 12032, "output_tokens": 370, "reasoning_output_tokens": 233}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"form\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Uses the requested Tail Target-Rate Extremes template with group_col=\\\"form\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=4, and top_k=17.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/final_answer.txt

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

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c7
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_c7_06702609eb08cf6e
+-- problem_id: v2p_c7_e555f4394a5e0d3d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "housing",
+       AVG(CASE WHEN "housing" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c7"
+GROUP BY "housing"
+ORDER BY condition_rate DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/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 \"housing\",\n       AVG(CASE WHEN \"housing\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n       AVG(CASE WHEN \\\"housing\\\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"housing\", \"condition_rate\"], \"rows\": [{\"housing\": \"convenient\", \"condition_rate\": 1.0}, {\"housing\": \"less_conv\", \"condition_rate\": 0.0}, {\"housing\": \"critical\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.58}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c7",
+  "started_at": "2026-05-19T15:34:50.705412+00:00",
+  "ended_at": "2026-05-19T15:34:59.819252+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c7_06702609eb08cf6e",
+    "problem_id": "v2p_c7_e555f4394a5e0d3d",
+    "dataset_id": "c7",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=housing, condition_col=housing.",
+    "bindings": {
+      "group_col": "housing",
+      "condition_col": "housing",
+      "condition_value": "convenient",
+      "positive_value": "convenient",
+      "negative_value": "critical",
+      "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",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=1/2",
+      "binding_index=31"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_06702609eb08cf6e.sql",
+  "usage_summary": {
+    "dataset_id": "c7",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c7_06702609eb08cf6e",
+    "api_calls": 0,
+    "input_tokens": 13934,
+    "cached_input_tokens": 12032,
+    "output_tokens": 319,
+    "total_tokens": 14253,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 9104.45,
+    "sql_execution_elapsed_ms_total": 4.58,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:34:59.813379+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": 9104.45, "started_at": "2026-05-19T15:34:50.708163+00:00", "ended_at": "2026-05-19T15:34:59.812642+00:00", "prompt_metrics": {"chars": 6509, "bytes_utf8": 6509, "lines": 207, "estimated_tokens": null}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13934, "cached_input_tokens": 12032, "output_tokens": 319, "reasoning_output_tokens": 205}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n       AVG(CASE WHEN \\\"housing\\\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with \\\"housing\\\" as both the grouping column and condition column, measuring the rate of rows where \\\"housing\\\" = 'convenient' within each housing group.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c7",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c7_06702609eb08cf6e",
+  "api_calls": 0,
+  "input_tokens": 13934,
+  "cached_input_tokens": 12032,
+  "output_tokens": 319,
+  "total_tokens": 14253,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 9104.45,
+  "sql_execution_elapsed_ms_total": 4.58,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_06702609eb08cf6e/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=health.
+Result preview: [{"health": "not_recom", "support": 4320}, {"health": "priority", "support": 4320}, {"health": "recommended", "support": 4320}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/generated_sql.sql

@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c7
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_c7_073eb368986f1940
+-- problem_id: v2p_c7_024294b9d3725af8
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "health",
+    COUNT(*) AS support
+FROM "c7"
+GROUP BY "health"
+ORDER BY support ASC, "health"
+LIMIT 16;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/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    \"health\",\n    COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY support ASC, \"health\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"health\\\",\\n    COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY support ASC, \\\"health\\\"\\nLIMIT 16;\", \"columns\": [\"health\", \"support\"], \"rows\": [{\"health\": \"not_recom\", \"support\": 4320}, {\"health\": \"priority\", \"support\": 4320}, {\"health\": \"recommended\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.29}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/run_manifest.json

@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c7",
+  "started_at": "2026-05-19T15:39:26.034287+00:00",
+  "ended_at": "2026-05-19T15:39:32.598824+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c7_073eb368986f1940",
+    "problem_id": "v2p_c7_024294b9d3725af8",
+    "dataset_id": "c7",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=health.",
+    "bindings": {
+      "group_col": "health",
+      "top_k": 16,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 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\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=2/2",
+      "binding_index=61"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_073eb368986f1940.sql",
+  "usage_summary": {
+    "dataset_id": "c7",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c7_073eb368986f1940",
+    "api_calls": 0,
+    "input_tokens": 13881,
+    "cached_input_tokens": 12672,
+    "output_tokens": 175,
+    "total_tokens": 14056,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 6556.26,
+    "sql_execution_elapsed_ms_total": 4.29,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:39:32.593018+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": 6556.26, "started_at": "2026-05-19T15:39:26.035967+00:00", "ended_at": "2026-05-19T15:39:32.592252+00:00", "prompt_metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "estimated_tokens": null}, "response_metrics": {"chars": 327, "bytes_utf8": 327, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13881, "cached_input_tokens": 12672, "output_tokens": 175, "reasoning_output_tokens": 84}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"health\\\",\\n    COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY support ASC, \\\"health\\\"\\nLIMIT 16;\",\"notes\":\"Applied Low-Support Group Count with group_col bound to \\\"health\\\" and top_k=16 to list the least-supported health categories.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c7",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c7_073eb368986f1940",
+  "api_calls": 0,
+  "input_tokens": 13881,
+  "cached_input_tokens": 12672,
+  "output_tokens": 175,
+  "total_tokens": 14056,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 6556.26,
+  "sql_execution_elapsed_ms_total": 4.29,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_073eb368986f1940/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0763e66113c6e3a4/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=form, condition_col=form.
+Result preview: [{"form": "complete", "condition_rate": 1.0}, {"form": "incomplete", "condition_rate": 0.0}, {"form": "foster", "condition_rate": 0.0}, {"form": "completed", "condition_rate": 0.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0763e66113c6e3a4/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c7
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_c7_0763e66113c6e3a4
+-- problem_id: v2p_c7_b74cf2490a4f921e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "form",
+       AVG(CASE WHEN "form" = 'complete' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c7"
+GROUP BY "form"
+ORDER BY condition_rate DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0763e66113c6e3a4/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 \"form\",\n       AVG(CASE WHEN \"form\" = 'complete' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"form\\\",\\n       AVG(CASE WHEN \\\"form\\\" = 'complete' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"form\", \"condition_rate\"], \"rows\": [{\"form\": \"complete\", \"condition_rate\": 1.0}, {\"form\": \"incomplete\", \"condition_rate\": 0.0}, {\"form\": \"foster\", \"condition_rate\": 0.0}, {\"form\": \"completed\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.6}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0763e66113c6e3a4/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c7",
+  "started_at": "2026-05-19T15:34:05.016900+00:00",
+  "ended_at": "2026-05-19T15:34:13.617207+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c7_0763e66113c6e3a4",
+    "problem_id": "v2p_c7_b74cf2490a4f921e",
+    "dataset_id": "c7",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=form, condition_col=form.",
+    "bindings": {
+      "group_col": "form",
+      "condition_col": "form",
+      "condition_value": "complete",
+      "positive_value": "complete",
+      "negative_value": "completed",
+      "top_k": 14,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 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=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/2",
+      "binding_index=29"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_0763e66113c6e3a4.sql",
+  "usage_summary": {
+    "dataset_id": "c7",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c7_0763e66113c6e3a4",
+    "api_calls": 0,
+    "input_tokens": 13928,
+    "cached_input_tokens": 12032,
+    "output_tokens": 351,
+    "total_tokens": 14279,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8589.38,
+    "sql_execution_elapsed_ms_total": 5.6,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0763e66113c6e3a4/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0763e66113c6e3a4/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:34:13.609836+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": 8589.38, "started_at": "2026-05-19T15:34:05.019410+00:00", "ended_at": "2026-05-19T15:34:13.608835+00:00", "prompt_metrics": {"chars": 6494, "bytes_utf8": 6494, "lines": 207, "estimated_tokens": null}, "response_metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13928, "cached_input_tokens": 12032, "output_tokens": 351, "reasoning_output_tokens": 252}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"form\\\",\\n       AVG(CASE WHEN \\\"form\\\" = 'complete' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with both group_col and condition_col bound to \\\"form\\\", using 'complete' as the condition value.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0763e66113c6e3a4/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c7",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c7_0763e66113c6e3a4",
+  "api_calls": 0,
+  "input_tokens": 13928,
+  "cached_input_tokens": 12032,
+  "output_tokens": 351,
+  "total_tokens": 14279,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8589.38,
+  "sql_execution_elapsed_ms_total": 5.6,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_0763e66113c6e3a4/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/run_manifest.json

@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c7",
+  "started_at": "2026-05-19T15:53:24.012745+00:00",
+  "ended_at": "2026-05-19T15:53:31.282785+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c7_099625650ab39521",
+    "problem_id": "v2p_c7_a83a0e9530a22999",
+    "dataset_id": "c7",
+    "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=health.",
+    "bindings": {
+      "group_col": "health",
+      "predicate_col": "form",
+      "predicate_op": "=",
+      "predicate_value": "incomplete",
+      "top_k": 15,
+      "top_n": 7,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 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=8",
+      "sql_variant_index=2/2",
+      "binding_index=115"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_099625650ab39521/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:53:26.896478+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2881.37, "started_at": "2026-05-19T15:53:24.014287+00:00", "ended_at": "2026-05-19T15:53:26.895686+00:00", "prompt_metrics": {"chars": 6438, "bytes_utf8": 6438, "lines": 206, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f1-1e5b-7d30-bab5-1b4d358f2f4b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T15:53:31.282655+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3383.75, "started_at": "2026-05-19T15:53:27.897859+00:00", "ended_at": "2026-05-19T15:53:31.281659+00:00", "prompt_metrics": {"chars": 6438, "bytes_utf8": 6438, "lines": 206, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f1-2d56-7c43-bb21-bea3e6beea43\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_09b9d805092a47a6/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "great_pret", "support": 4320, "support_share": 0.3333333333333333, "support_rank": 1}, {"value_label": "pretentious", "support": 4320, "support_share": 0.3333333333333333, "support_rank": 2}, {"value_label": "usual", "support": 4320, "support_share": 0.3333333333333333, "support_rank": 3}]}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_09b9d805092a47a6/generated_sql.sql

@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c7
+-- 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_c7_09b9d805092a47a6
+-- problem_id: v2p_c7_9ed14ffec978a009
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "parents" AS value_label, COUNT(*) AS support
+    FROM "c7"
+    GROUP BY "parents"
+)
+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;