Add files using upload-large-folder tool

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_0697cd20a42400e3/run_manifest.json

@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T15:59:14.858006+00:00",
+  "ended_at": "2026-05-19T15:59:22.299957+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_0697cd20a42400e3",
+    "problem_id": "v2p_c3_5ff63a7f7720b454",
+    "dataset_id": "c3",
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "subgroup_size_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "top_k": 10,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/1",
+      "binding_index=15"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_0697cd20a42400e3/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:59:18.005393+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": 3144.5, "started_at": "2026-05-19T15:59:14.859654+00:00", "ended_at": "2026-05-19T15:59:18.004199+00:00", "prompt_metrics": {"chars": 4761, "bytes_utf8": 4761, "lines": 130, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-78d8-7e53-b744-8eeb7e489db0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T15:59:22.299808+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": 3291.62, "started_at": "2026-05-19T15:59:19.006653+00:00", "ended_at": "2026-05-19T15:59:22.298320+00:00", "prompt_metrics": {"chars": 4761, "bytes_utf8": 4761, "lines": 130, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-8908-7071-8084-9403140fa5ac\"}\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_e/c3/artifacts/v2q_c3_077aa442eb3dd4dc/run_manifest.json

@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T15:57:59.471155+00:00",
+  "ended_at": "2026-05-19T15:58:06.304085+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_077aa442eb3dd4dc",
+    "problem_id": "v2p_c3_3f647b75d2128ccb",
+    "dataset_id": "c3",
+    "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_conditional_contrast",
+    "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=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "entity_col": "ATRINS-DONOR-521",
+      "top_k": 12,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 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=3",
+      "sql_variant_index=1/2",
+      "binding_index=2"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_077aa442eb3dd4dc/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:58:02.613220+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": 3140.22, "started_at": "2026-05-19T15:57:59.472250+00:00", "ended_at": "2026-05-19T15:58:02.612495+00:00", "prompt_metrics": {"chars": 4975, "bytes_utf8": 4975, "lines": 132, "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\":\"019e40f5-5246-7cf3-bb2a-d91cddfd8140\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T15:58:06.303839+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": 2687.76, "started_at": "2026-05-19T15:58:03.614696+00:00", "ended_at": "2026-05-19T15:58:06.302515+00:00", "prompt_metrics": {"chars": 4975, "bytes_utf8": 4975, "lines": 132, "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\":\"019e40f5-626c-7390-a762-1e3a66f0fcf9\"}\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_e/c3/artifacts/v2q_c3_08614a7c7211f37a/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=EI, target_col=EI.
+Result preview: [{"EI": "IE", "support": 768, "focus_rate": 1.0}, {"EI": "EI", "support": 766, "focus_rate": 0.0}, {"EI": "N", "support": 1655, "focus_rate": 0.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_08614a7c7211f37a/generated_sql.sql

@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_e
+-- sql_source_dataset_id: c3
+-- 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_c3_08614a7c7211f37a
+-- problem_id: v2p_c3_01a67dffe6aba868
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "EI",
+    COUNT(*) AS support,
+    AVG(CASE WHEN "EI" = 'IE' THEN 1 ELSE 0 END) AS focus_rate
+FROM "c3"
+GROUP BY "EI"
+HAVING COUNT(*) >= 5
+ORDER BY focus_rate DESC, support ASC
+LIMIT 11;

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_08614a7c7211f37a/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    \"EI\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"EI\" = 'IE' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c3\"\nGROUP BY \"EI\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"EI\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"EI\\\" = 'IE' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c3\\\"\\nGROUP BY \\\"EI\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"EI\", \"support\", \"focus_rate\"], \"rows\": [{\"EI\": \"IE\", \"support\": 768, \"focus_rate\": 1.0}, {\"EI\": \"EI\", \"support\": 766, \"focus_rate\": 0.0}, {\"EI\": \"N\", \"support\": 1655, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.36}"}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_08614a7c7211f37a/run_manifest.json

@@ -0,0 +1,90 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T16:05:56.855783+00:00",
+  "ended_at": "2026-05-19T16:06:08.656324+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_08614a7c7211f37a",
+    "problem_id": "v2p_c3_01a67dffe6aba868",
+    "dataset_id": "c3",
+    "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=EI, target_col=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "target_col": "EI",
+      "target_value": "IE",
+      "top_k": 11,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 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=61"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "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_e/c3/sql/v2q_c3_08614a7c7211f37a.sql",
+  "usage_summary": {
+    "dataset_id": "c3",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c3_08614a7c7211f37a",
+    "api_calls": 0,
+    "input_tokens": 13878,
+    "cached_input_tokens": 12032,
+    "output_tokens": 465,
+    "total_tokens": 14343,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11796.04,
+    "sql_execution_elapsed_ms_total": 1.36,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_08614a7c7211f37a/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_08614a7c7211f37a/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:06:08.653655+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": 11796.04, "started_at": "2026-05-19T16:05:56.856792+00:00", "ended_at": "2026-05-19T16:06:08.652857+00:00", "prompt_metrics": {"chars": 5176, "bytes_utf8": 5176, "lines": 133, "estimated_tokens": null}, "response_metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13878, "cached_input_tokens": 12032, "output_tokens": 465, "reasoning_output_tokens": 316}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"EI\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"EI\\\" = 'IE' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c3\\\"\\nGROUP BY \\\"EI\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Uses the requested template with group_col and target_col both bound to \\\"EI\\\". Because the grouping column equals the target column, the IE group will have focus_rate 1.0 and the other EI labels will have focus_rate 0.0.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_08614a7c7211f37a/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c3",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c3_08614a7c7211f37a",
+  "api_calls": 0,
+  "input_tokens": 13878,
+  "cached_input_tokens": 12032,
+  "output_tokens": 465,
+  "total_tokens": 14343,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 11796.04,
+  "sql_execution_elapsed_ms_total": 1.36,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_08614a7c7211f37a/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_0e2909cc792751ff/run_manifest.json

@@ -0,0 +1,73 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T16:10:54.255559+00:00",
+  "ended_at": "2026-05-19T16:11:01.143614+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_0e2909cc792751ff",
+    "problem_id": "v2p_c3_550130a2185316b6",
+    "dataset_id": "c3",
+    "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_conditional_contrast",
+    "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=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "predicate_col": "EI",
+      "predicate_op": "=",
+      "predicate_value": "EI",
+      "entity_col": "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG",
+      "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",
+      "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=6",
+      "sql_variant_index=1/1",
+      "binding_index=89"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_0e2909cc792751ff/trace.jsonl

@@ -0,0 +1,2 @@
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+{"timestamp": "2026-05-19T16:11:01.143512+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": 2963.77, "started_at": "2026-05-19T16:10:58.178792+00:00", "ended_at": "2026-05-19T16:11:01.142600+00:00", "prompt_metrics": {"chars": 5224, "bytes_utf8": 5224, "lines": 136, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-33f9-7832-82d8-64e52c4bbe87\"}\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_e/c3/artifacts/v2q_c3_0f70f52256307257/run_manifest.json

@@ -0,0 +1,73 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T16:10:02.461083+00:00",
+  "ended_at": "2026-05-19T16:10:09.198161+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_0f70f52256307257",
+    "problem_id": "v2p_c3_bc17ef75a814b3dc",
+    "dataset_id": "c3",
+    "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_rank_order",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "support",
+    "extended_family": false,
+    "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "predicate_col": "EI",
+      "predicate_op": "=",
+      "predicate_value": "IE",
+      "entity_col": "ATRINS-DONOR-521",
+      "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",
+      "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=1",
+      "sql_variant_index=2/2",
+      "binding_index=84"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_0f70f52256307257/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:05.290370+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": 2827.31, "started_at": "2026-05-19T16:10:02.462257+00:00", "ended_at": "2026-05-19T16:10:05.289610+00:00", "prompt_metrics": {"chars": 5182, "bytes_utf8": 5182, "lines": 136, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-5a69-7261-9a7b-b4aa6a9f1729\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:10:09.198056+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": 2906.04, "started_at": "2026-05-19T16:10:06.291129+00:00", "ended_at": "2026-05-19T16:10:09.197201+00:00", "prompt_metrics": {"chars": 5182, "bytes_utf8": 5182, "lines": 136, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-694e-76a0-acae-9687c0727cf7\"}\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_e/c3/artifacts/v2q_c3_1088e33b8a61fbd6/run_manifest.json

@@ -0,0 +1,70 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T16:06:08.656877+00:00",
+  "ended_at": "2026-05-19T16:06:16.760986+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_1088e33b8a61fbd6",
+    "problem_id": "v2p_c3_8a3ed4a26af967fa",
+    "dataset_id": "c3",
+    "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": "focused_target_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 focused_target_view. Focus on group_col=EI, target_col=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "target_col": "EI",
+      "target_value": "IE",
+      "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",
+      "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=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",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_1088e33b8a61fbd6/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:12.713040+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": 4054.7, "started_at": "2026-05-19T16:06:08.657654+00:00", "ended_at": "2026-05-19T16:06:12.712373+00:00", "prompt_metrics": {"chars": 5180, "bytes_utf8": 5180, "lines": 133, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-c919-7412-8e07-bbf8bb61c64d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:06:16.760801+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": 3045.33, "started_at": "2026-05-19T16:06:13.713984+00:00", "ended_at": "2026-05-19T16:06:16.759393+00:00", "prompt_metrics": {"chars": 5180, "bytes_utf8": 5180, "lines": 133, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-dcd0-73e3-940d-01e83e8ccdff\"}\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_e/c3/artifacts/v2q_c3_13c3ae44541d5053/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=EI, condition_col=EI.
+Result preview: [{"EI": "IE", "condition_rate": 1.0}, {"EI": "N", "condition_rate": 0.0}, {"EI": "EI", "condition_rate": 0.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13c3ae44541d5053/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_e
+-- sql_source_dataset_id: c3
+-- 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_c3_13c3ae44541d5053
+-- problem_id: v2p_c3_9e9b0f44fc0cab0d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "EI",
+       AVG(CASE WHEN "EI" = 'IE' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c3"
+GROUP BY "EI"
+ORDER BY condition_rate DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13c3ae44541d5053/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 \"EI\",\n       AVG(CASE WHEN \"EI\" = 'IE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c3\"\nGROUP BY \"EI\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"EI\\\",\\n       AVG(CASE WHEN \\\"EI\\\" = 'IE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c3\\\"\\nGROUP BY \\\"EI\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"EI\", \"condition_rate\"], \"rows\": [{\"EI\": \"IE\", \"condition_rate\": 1.0}, {\"EI\": \"N\", \"condition_rate\": 0.0}, {\"EI\": \"EI\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.42}"}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13c3ae44541d5053/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T16:00:20.559054+00:00",
+  "ended_at": "2026-05-19T16:00:28.937869+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_13c3ae44541d5053",
+    "problem_id": "v2p_c3_9e9b0f44fc0cab0d",
+    "dataset_id": "c3",
+    "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=EI, condition_col=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "condition_col": "EI",
+      "condition_value": "IE",
+      "positive_value": "N",
+      "negative_value": "IE",
+      "top_k": 15,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 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=2",
+      "sql_variant_index=2/2",
+      "binding_index=25"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c3/sql/v2q_c3_13c3ae44541d5053.sql",
+  "usage_summary": {
+    "dataset_id": "c3",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c3_13c3ae44541d5053",
+    "api_calls": 0,
+    "input_tokens": 13825,
+    "cached_input_tokens": 12032,
+    "output_tokens": 296,
+    "total_tokens": 14121,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8374.4,
+    "sql_execution_elapsed_ms_total": 1.42,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13c3ae44541d5053/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13c3ae44541d5053/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:00:28.935008+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": 8374.4, "started_at": "2026-05-19T16:00:20.559783+00:00", "ended_at": "2026-05-19T16:00:28.934203+00:00", "prompt_metrics": {"chars": 5085, "bytes_utf8": 5085, "lines": 135, "estimated_tokens": null}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13825, "cached_input_tokens": 12032, "output_tokens": 296, "reasoning_output_tokens": 170}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"EI\\\",\\n       AVG(CASE WHEN \\\"EI\\\" = 'IE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c3\\\"\\nGROUP BY \\\"EI\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"EI\\\" and condition_col=\\\"EI\\\". Because the grouping column and condition column are the same, the resulting rate is 1.0 for group 'IE' and 0.0 for other EI labels.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13c3ae44541d5053/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c3",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c3_13c3ae44541d5053",
+  "api_calls": 0,
+  "input_tokens": 13825,
+  "cached_input_tokens": 12032,
+  "output_tokens": 296,
+  "total_tokens": 14121,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8374.4,
+  "sql_execution_elapsed_ms_total": 1.42,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13c3ae44541d5053/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13f9d64450522747/final_answer.txt

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

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13f9d64450522747/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_e
+-- sql_source_dataset_id: c3
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_c3_13f9d64450522747
+-- problem_id: v2p_c3_76de5ba7f08e5cf3
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "EI",
+       AVG(CASE WHEN "EI" = 'N' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c3"
+GROUP BY "EI"
+ORDER BY condition_rate DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13f9d64450522747/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"EI\",\n       AVG(CASE WHEN \"EI\" = 'N' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c3\"\nGROUP BY \"EI\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"EI\\\",\\n       AVG(CASE WHEN \\\"EI\\\" = 'N' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c3\\\"\\nGROUP BY \\\"EI\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"EI\", \"condition_rate\"], \"rows\": [{\"EI\": \"N\", \"condition_rate\": 1.0}, {\"EI\": \"IE\", \"condition_rate\": 0.0}, {\"EI\": \"EI\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.69}"}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13f9d64450522747/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T15:59:49.004596+00:00",
+  "ended_at": "2026-05-19T16:00:03.208813+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_13f9d64450522747",
+    "problem_id": "v2p_c3_76de5ba7f08e5cf3",
+    "dataset_id": "c3",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=EI, condition_col=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "condition_col": "EI",
+      "condition_value": "N",
+      "positive_value": "N",
+      "negative_value": "IE",
+      "top_k": 14,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 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=1",
+      "sql_variant_index=1/2",
+      "binding_index=24"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c3/sql/v2q_c3_13f9d64450522747.sql",
+  "usage_summary": {
+    "dataset_id": "c3",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c3_13f9d64450522747",
+    "api_calls": 0,
+    "input_tokens": 13825,
+    "cached_input_tokens": 12032,
+    "output_tokens": 445,
+    "total_tokens": 14270,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13195.03,
+    "sql_execution_elapsed_ms_total": 2.69,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13f9d64450522747/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13f9d64450522747/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:59:52.724281+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": 3718.17, "started_at": "2026-05-19T15:59:49.005376+00:00", "ended_at": "2026-05-19T15:59:52.723570+00:00", "prompt_metrics": {"chars": 5091, "bytes_utf8": 5091, "lines": 135, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-fe23-72c1-847e-acc6e16dc92e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:00:03.203516+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9476.86, "started_at": "2026-05-19T15:59:53.725050+00:00", "ended_at": "2026-05-19T16:00:03.201958+00:00", "prompt_metrics": {"chars": 5091, "bytes_utf8": 5091, "lines": 135, "estimated_tokens": null}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13825, "cached_input_tokens": 12032, "output_tokens": 445, "reasoning_output_tokens": 309}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"EI\\\",\\n       AVG(CASE WHEN \\\"EI\\\" = 'N' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c3\\\"\\nGROUP BY \\\"EI\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col and condition_col both set to \\\"EI\\\" and condition_value set to 'N'. Since the grouping column and condition column are the same, the result is a within-group proportion of 1.0 for EI='N' and 0.0 for the other labels.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13f9d64450522747/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c3",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c3_13f9d64450522747",
+  "api_calls": 0,
+  "input_tokens": 13825,
+  "cached_input_tokens": 12032,
+  "output_tokens": 445,
+  "total_tokens": 14270,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 2,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 13195.03,
+  "sql_execution_elapsed_ms_total": 2.69,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_13f9d64450522747/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_1fd327b36ba35991/run_manifest.json

@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T15:59:30.216331+00:00",
+  "ended_at": "2026-05-19T15:59:37.527496+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_1fd327b36ba35991",
+    "problem_id": "v2p_c3_7114215f1ca047d6",
+    "dataset_id": "c3",
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "subgroup_size_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "top_k": 12,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1",
+      "binding_index=17"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_1fd327b36ba35991/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:59:33.192862+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": 2974.13, "started_at": "2026-05-19T15:59:30.217944+00:00", "ended_at": "2026-05-19T15:59:33.192111+00:00", "prompt_metrics": {"chars": 4761, "bytes_utf8": 4761, "lines": 130, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-b4b9-7502-882f-8bc5c294329b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T15:59:37.527405+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": 3331.77, "started_at": "2026-05-19T15:59:34.194277+00:00", "ended_at": "2026-05-19T15:59:37.526101+00:00", "prompt_metrics": {"chars": 4761, "bytes_utf8": 4761, "lines": 130, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-c434-7d90-9bc6-3bc824535a15\"}\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_e/c3/artifacts/v2q_c3_20ac99c6f587b8a5/run_manifest.json

@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T16:00:49.283618+00:00",
+  "ended_at": "2026-05-19T16:00:56.889876+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_20ac99c6f587b8a5",
+    "problem_id": "v2p_c3_678a7b8987d820bc",
+    "dataset_id": "c3",
+    "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=EI, condition_col=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "condition_col": "EI",
+      "condition_value": "N",
+      "positive_value": "N",
+      "negative_value": "IE",
+      "top_k": 12,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/2",
+      "binding_index=27"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_20ac99c6f587b8a5/trace.jsonl

@@ -0,0 +1,2 @@
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+{"timestamp": "2026-05-19T16:00:56.889680+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": 3322.18, "started_at": "2026-05-19T16:00:53.565880+00:00", "ended_at": "2026-05-19T16:00:56.888119+00:00", "prompt_metrics": {"chars": 5077, "bytes_utf8": 5077, "lines": 135, "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\":\"019e40f7-fa68-7d81-bbf6-2e370d923fee\"}\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_e/c3/artifacts/v2q_c3_2187d14ee8deb464/run_manifest.json

@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T16:08:58.612292+00:00",
+  "ended_at": "2026-05-19T16:09:05.953218+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_2187d14ee8deb464",
+    "problem_id": "v2p_c3_f9129123488222c7",
+    "dataset_id": "c3",
+    "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=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "predicate_col": "EI",
+      "predicate_op": "=",
+      "predicate_value": "IE",
+      "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",
+      "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=5",
+      "sql_variant_index=1/2",
+      "binding_index=76"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_2187d14ee8deb464/trace.jsonl

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+{"timestamp": "2026-05-19T16:09:02.063053+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": 3448.64, "started_at": "2026-05-19T16:08:58.613221+00:00", "ended_at": "2026-05-19T16:09:02.061893+00:00", "prompt_metrics": {"chars": 5030, "bytes_utf8": 5030, "lines": 134, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-60fe-78b2-a0d9-bce52fda80ce\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:09:05.953129+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": 2887.87, "started_at": "2026-05-19T16:09:03.064475+00:00", "ended_at": "2026-05-19T16:09:05.952399+00:00", "prompt_metrics": {"chars": 5030, "bytes_utf8": 5030, "lines": 134, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-725c-7300-adf8-aa1416f573c8\"}\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_e/c3/artifacts/v2q_c3_292237d7395e1673/run_manifest.json

@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T16:08:18.920335+00:00",
+  "ended_at": "2026-05-19T16:08:25.676708+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_292237d7395e1673",
+    "problem_id": "v2p_c3_d64f4d427a97fe78",
+    "dataset_id": "c3",
+    "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=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "predicate_col": "EI",
+      "predicate_op": "=",
+      "predicate_value": "EI",
+      "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=2",
+      "sql_variant_index=2/2",
+      "binding_index=73"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_292237d7395e1673/trace.jsonl

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+{"timestamp": "2026-05-19T16:08:21.865559+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": 2943.63, "started_at": "2026-05-19T16:08:18.921221+00:00", "ended_at": "2026-05-19T16:08:21.864870+00:00", "prompt_metrics": {"chars": 5032, "bytes_utf8": 5032, "lines": 134, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-c5e7-71f2-9dcd-39d73223409d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:08:25.676612+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": 2809.54, "started_at": "2026-05-19T16:08:22.866256+00:00", "ended_at": "2026-05-19T16:08:25.675830+00:00", "prompt_metrics": {"chars": 5032, "bytes_utf8": 5032, "lines": 134, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-d54a-76f3-ba27-8ac666901a25\"}\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_e/c3/artifacts/v2q_c3_29666820a32f5679/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 rare_extreme_view. Focus on group_col=EI.
+Result preview: [{"EI": "EI", "support": 766}, {"EI": "IE", "support": 768}, {"EI": "N", "support": 1655}]

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_29666820a32f5679/generated_sql.sql

@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_e
+-- sql_source_dataset_id: c3
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_c3_29666820a32f5679
+-- problem_id: v2p_c3_a0e5f7cbf45f23b8
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "EI",
+    COUNT(*) AS support
+FROM "c3"
+GROUP BY "EI"
+ORDER BY support ASC, "EI"
+LIMIT 13;

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_29666820a32f5679/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    \"EI\",\n    COUNT(*) AS support\nFROM \"c3\"\nGROUP BY \"EI\"\nORDER BY support ASC, \"EI\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"EI\\\",\\n    COUNT(*) AS support\\nFROM \\\"c3\\\"\\nGROUP BY \\\"EI\\\"\\nORDER BY support ASC, \\\"EI\\\"\\nLIMIT 13;\", \"columns\": [\"EI\", \"support\"], \"rows\": [{\"EI\": \"EI\", \"support\": 766}, {\"EI\": \"IE\", \"support\": 768}, {\"EI\": \"N\", \"support\": 1655}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.76}"}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_29666820a32f5679/run_manifest.json

@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T16:03:26.228212+00:00",
+  "ended_at": "2026-05-19T16:03:34.086692+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_29666820a32f5679",
+    "problem_id": "v2p_c3_a0e5f7cbf45f23b8",
+    "dataset_id": "c3",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "top_k": 13,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 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=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/2",
+      "binding_index=48"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c3/sql/v2q_c3_29666820a32f5679.sql",
+  "usage_summary": {
+    "dataset_id": "c3",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c3_29666820a32f5679",
+    "api_calls": 0,
+    "input_tokens": 13776,
+    "cached_input_tokens": 12032,
+    "output_tokens": 245,
+    "total_tokens": 14021,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 7852.5,
+    "sql_execution_elapsed_ms_total": 1.76,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_29666820a32f5679/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_29666820a32f5679/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:03:34.082934+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": 7852.5, "started_at": "2026-05-19T16:03:26.229301+00:00", "ended_at": "2026-05-19T16:03:34.081834+00:00", "prompt_metrics": {"chars": 4841, "bytes_utf8": 4841, "lines": 130, "estimated_tokens": null}, "response_metrics": {"chars": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13776, "cached_input_tokens": 12032, "output_tokens": 245, "reasoning_output_tokens": 151}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"EI\\\",\\n    COUNT(*) AS support\\nFROM \\\"c3\\\"\\nGROUP BY \\\"EI\\\"\\nORDER BY support ASC, \\\"EI\\\"\\nLIMIT 13;\",\"notes\":\"Uses the Low-Support Group Count template exactly as planned, grouping by the target label column \\\"EI\\\" and returning label counts in ascending support order.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_29666820a32f5679/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c3",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c3_29666820a32f5679",
+  "api_calls": 0,
+  "input_tokens": 13776,
+  "cached_input_tokens": 12032,
+  "output_tokens": 245,
+  "total_tokens": 14021,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 7852.5,
+  "sql_execution_elapsed_ms_total": 1.76,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_29666820a32f5679/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_2b0baeead50d31af/run_manifest.json

@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T16:09:33.851397+00:00",
+  "ended_at": "2026-05-19T16:09:41.111315+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_2b0baeead50d31af",
+    "problem_id": "v2p_c3_0f298e701b6bb82d",
+    "dataset_id": "c3",
+    "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=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "predicate_col": "EI",
+      "predicate_op": "=",
+      "predicate_value": "IE",
+      "top_k": 18,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 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=7",
+      "sql_variant_index=2/2",
+      "binding_index=78"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_2b0baeead50d31af/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:36.865559+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": 3012.44, "started_at": "2026-05-19T16:09:33.852318+00:00", "ended_at": "2026-05-19T16:09:36.864782+00:00", "prompt_metrics": {"chars": 5033, "bytes_utf8": 5033, "lines": 134, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-ea9c-77f2-8b18-de9e8cea1048\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:09:41.111223+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": 3243.64, "started_at": "2026-05-19T16:09:37.866804+00:00", "ended_at": "2026-05-19T16:09:41.110491+00:00", "prompt_metrics": {"chars": 5033, "bytes_utf8": 5033, "lines": 134, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-fa51-7960-b604-24a26bce0821\"}\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_e/c3/artifacts/v2q_c3_2bccb17faf4604f9/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=EI, condition_col=EI.
+Result preview: [{"EI": "IE", "condition_rate": 1.0}, {"EI": "N", "condition_rate": 0.0}, {"EI": "EI", "condition_rate": 0.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_2bccb17faf4604f9/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_e
+-- sql_source_dataset_id: c3
+-- 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_c3_2bccb17faf4604f9
+-- problem_id: v2p_c3_b960f63727fcf919
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "EI",
+       AVG(CASE WHEN "EI" = 'IE' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c3"
+GROUP BY "EI"
+ORDER BY condition_rate DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_2bccb17faf4604f9/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 \"EI\",\n       AVG(CASE WHEN \"EI\" = 'IE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c3\"\nGROUP BY \"EI\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"EI\\\",\\n       AVG(CASE WHEN \\\"EI\\\" = 'IE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c3\\\"\\nGROUP BY \\\"EI\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"EI\", \"condition_rate\"], \"rows\": [{\"EI\": \"IE\", \"condition_rate\": 1.0}, {\"EI\": \"N\", \"condition_rate\": 0.0}, {\"EI\": \"EI\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.21}"}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_2bccb17faf4604f9/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c3",
+  "started_at": "2026-05-19T16:01:22.859692+00:00",
+  "ended_at": "2026-05-19T16:01:31.735472+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c3_2bccb17faf4604f9",
+    "problem_id": "v2p_c3_b960f63727fcf919",
+    "dataset_id": "c3",
+    "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=EI, condition_col=EI.",
+    "bindings": {
+      "group_col": "EI",
+      "condition_col": "EI",
+      "condition_value": "IE",
+      "positive_value": "N",
+      "negative_value": "IE",
+      "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_e/c3/sql/v2q_c3_2bccb17faf4604f9.sql",
+  "usage_summary": {
+    "dataset_id": "c3",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c3_2bccb17faf4604f9",
+    "api_calls": 0,
+    "input_tokens": 13824,
+    "cached_input_tokens": 12032,
+    "output_tokens": 309,
+    "total_tokens": 14133,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8870.89,
+    "sql_execution_elapsed_ms_total": 1.21,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_2bccb17faf4604f9/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_2bccb17faf4604f9/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:01:31.733022+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": 8870.89, "started_at": "2026-05-19T16:01:22.861371+00:00", "ended_at": "2026-05-19T16:01:31.732300+00:00", "prompt_metrics": {"chars": 5089, "bytes_utf8": 5089, "lines": 135, "estimated_tokens": null}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13824, "cached_input_tokens": 12032, "output_tokens": 309, "reasoning_output_tokens": 171}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"EI\\\",\\n       AVG(CASE WHEN \\\"EI\\\" = 'IE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c3\\\"\\nGROUP BY \\\"EI\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"EI\\\" and condition_col=\\\"EI\\\". Because the grouping column and condition column are the same, this measures the share of rows equal to 'IE' within each label group, yielding 1.0 for group 'IE' and 0.0 for other groups.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_2bccb17faf4604f9/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c3",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c3_2bccb17faf4604f9",
+  "api_calls": 0,
+  "input_tokens": 13824,
+  "cached_input_tokens": 12032,
+  "output_tokens": 309,
+  "total_tokens": 14133,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8870.89,
+  "sql_execution_elapsed_ms_total": 1.21,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_2bccb17faf4604f9/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}