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Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_03ae51e6e3755026/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "WHITE", "support": 8216, "support_share": 0.9762357414448669, "cumulative_support": 8216}, {"value_label": "BROWN", "support": 96, "support_share": 0.011406844106463879, "cumulative_support": 8312}, {"value_label": "ORANGE", "support": 96, "support_share": 0.011406844106463879, "cumulative_support": 8408}, {"value_label": "YELLOW", "support": 8, "support_share": 0.0009505703422053232, "cumulative_support": 8416}]}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_03ae51e6e3755026/generated_sql.sql

@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_e
+-- sql_source_dataset_id: c5
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_c5_03ae51e6e3755026
+-- problem_id: v2p_c5_528716f92f8a092e
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "veil-color" AS value_label, COUNT(*) AS support
+    FROM "c5"
+    GROUP BY "veil-color"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_03ae51e6e3755026/query_results.jsonl

@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c5_03ae51e6e3755026\n-- problem_id: v2p_c5_528716f92f8a092e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"veil-color\" AS value_label, COUNT(*) AS support\n    FROM \"c5\"\n    GROUP BY \"veil-color\"\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c5_03ae51e6e3755026\\n-- problem_id: v2p_c5_528716f92f8a092e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"veil-color\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c5\\\"\\n    GROUP BY \\\"veil-color\\\"\\n), ranked AS (\\n    SELECT\\n        value_label,\\n        support,\\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n    FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"WHITE\", \"support\": 8216, \"support_share\": 0.9762357414448669, \"cumulative_support\": 8216}, {\"value_label\": \"BROWN\", \"support\": 96, \"support_share\": 0.011406844106463879, \"cumulative_support\": 8312}, {\"value_label\": \"ORANGE\", \"support\": 96, \"support_share\": 0.011406844106463879, \"cumulative_support\": 8408}, {\"value_label\": \"YELLOW\", \"support\": 8, \"support_share\": 0.0009505703422053232, \"cumulative_support\": 8416}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.36}"}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_03ae51e6e3755026/run_manifest.json

@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c5",
+  "started_at": "2026-05-19T16:21:58.398965+00:00",
+  "ended_at": "2026-05-19T16:21:58.401947+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c5_03ae51e6e3755026",
+    "problem_id": "v2p_c5_528716f92f8a092e",
+    "dataset_id": "c5",
+    "template_id": "tpl_cardinality_distinct_share_profile",
+    "template_name": "Cardinality Distinct Share Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "value_imbalance_profile",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=veil-color.",
+    "bindings": {
+      "group_col": "veil-color"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=10",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 10,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/sql/v2q_c5_03ae51e6e3755026.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_03ae51e6e3755026/usage_summary.json

@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_08e52ac306985712/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "BROWN", "support": 2320, "support_share": 0.27566539923954375, "support_rank": 1}, {"value_label": "GRAY", "support": 2096, "support_share": 0.24904942965779467, "support_rank": 2}, {"value_label": "RED", "support": 1500, "support_share": 0.1782319391634981, "support_rank": 3}, {"value_label": "YELLOW", "support": 1072, "support_share": 0.12737642585551331, "support_rank": 4}, {"value_label": "WHITE", "support": 1040, "support_share": 0.12357414448669202, "support_rank": 5}]}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_08e52ac306985712/generated_sql.sql

@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_e
+-- sql_source_dataset_id: c5
+-- 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_c5_08e52ac306985712
+-- problem_id: v2p_c5_aa33a4228211d9a4
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "cap-color" AS value_label, COUNT(*) AS support
+    FROM "c5"
+    GROUP BY "cap-color"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_08e52ac306985712/query_results.jsonl

@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c5\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c5_08e52ac306985712\n-- problem_id: v2p_c5_aa33a4228211d9a4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"cap-color\" AS value_label, COUNT(*) AS support\n    FROM \"c5\"\n    GROUP BY \"cap-color\"\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c5\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c5_08e52ac306985712\\n-- problem_id: v2p_c5_aa33a4228211d9a4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"cap-color\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c5\\\"\\n    GROUP BY \\\"cap-color\\\"\\n)\\nSELECT\\n    value_label,\\n    support,\\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"BROWN\", \"support\": 2320, \"support_share\": 0.27566539923954375, \"support_rank\": 1}, {\"value_label\": \"GRAY\", \"support\": 2096, \"support_share\": 0.24904942965779467, \"support_rank\": 2}, {\"value_label\": \"RED\", \"support\": 1500, \"support_share\": 0.1782319391634981, \"support_rank\": 3}, {\"value_label\": \"YELLOW\", \"support\": 1072, \"support_share\": 0.12737642585551331, \"support_rank\": 4}, {\"value_label\": \"WHITE\", \"support\": 1040, \"support_share\": 0.12357414448669202, \"support_rank\": 5}, {\"value_label\": \"BUFF\", \"support\": 168, \"support_share\": 0.019961977186311788, \"support_rank\": 6}, {\"value_label\": \"PINK\", \"support\": 144, \"support_share\": 0.017110266159695818, \"support_rank\": 7}, {\"value_label\": \"CINNAMON\", \"support\": 44, \"support_share\": 0.005228136882129277, \"support_rank\": 8}, {\"value_label\": \"GREEN\", \"support\": 16, \"support_share\": 0.0019011406844106464, \"support_rank\": 9}, {\"value_label\": \"PURPLE\", \"support\": 16, \"support_share\": 0.0019011406844106464, \"support_rank\": 10}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.45}"}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_08e52ac306985712/run_manifest.json

@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c5",
+  "started_at": "2026-05-19T16:21:58.416498+00:00",
+  "ended_at": "2026-05-19T16:21:58.419621+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c5_08e52ac306985712",
+    "problem_id": "v2p_c5_aa33a4228211d9a4",
+    "dataset_id": "c5",
+    "template_id": "tpl_cardinality_support_rank_profile",
+    "template_name": "Cardinality Support Rank Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "support_concentration",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=cap-color.",
+    "bindings": {
+      "group_col": "cap-color"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/sql/v2q_c5_08e52ac306985712.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_08e52ac306985712/usage_summary.json

@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/run_manifest.json

@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c5",
+  "started_at": "2026-05-19T16:15:53.958306+00:00",
+  "ended_at": "2026-05-19T16:16:05.460206+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c5_0f250b2eb5b5f8aa",
+    "problem_id": "v2p_c5_3921196fb65c6054",
+    "dataset_id": "c5",
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=odor, group_col_2=stalk-root, target_col=class.",
+    "bindings": {
+      "group_col": "odor",
+      "group_col_2": "stalk-root",
+      "target_col": "class",
+      "target_value": "POISONOUS",
+      "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",
+      "group_col_2",
+      "target_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=10",
+      "sql_variant_index=2/2",
+      "binding_index=105"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 10,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_0f250b2eb5b5f8aa/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:15:58.158977+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": 4197.48, "started_at": "2026-05-19T16:15:53.960658+00:00", "ended_at": "2026-05-19T16:15:58.158172+00:00", "prompt_metrics": {"chars": 12853, "bytes_utf8": 12853, "lines": 375, "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\":\"019e4105-b77e-72e3-b2c5-5c648ea1718f\"}\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": "2026-05-19T16:16:05.460069+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": 6297.99, "started_at": "2026-05-19T16:15:59.161069+00:00", "ended_at": "2026-05-19T16:16:05.459110+00:00", "prompt_metrics": {"chars": 12853, "bytes_utf8": 12853, "lines": 375, "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\":\"019e4105-cbd9-7b60-a13b-4c6e50a28948\"}\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/c5/artifacts/v2q_c5_117b98ddb1a5941d/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:15:38.370871+00:00",
+  "ended_at": "2026-05-19T16:15:42.232895+00:00",
+  "elapsed_ms": 3862.0,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 12855,
+    "bytes_utf8": 12855,
+    "lines": 375,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_117b98ddb1a5941d/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:15:43.235339+00:00",
+  "ended_at": "2026-05-19T16:15:46.769169+00:00",
+  "elapsed_ms": 3533.78,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 12855,
+    "bytes_utf8": 12855,
+    "lines": 375,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_117b98ddb1a5941d/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,375 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c5
+- dataset_name: Mushroom
+- table_name: c5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 8416
+- important_fields:
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
+- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
+- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
+- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
+- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
+- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
+- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
+- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
+- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
+- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
+- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
+- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
+- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
+- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
+- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
+- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
+- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
+- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
+- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
+- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
+- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
+- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
+- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
+- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
+- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
+
+SQLite schema snapshot:
+{
+  "table_name": "c5",
+  "quoted_table_name": "\"c5\"",
+  "row_count": 8416,
+  "columns": [
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-surface",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bruises?",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "odor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-attachment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-spacing",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-size",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-root",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-number",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spore-print-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "population",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "habitat",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "BROWN",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c5",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=odor, group_col_2=stalk-shape, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "odor",
+    "group_col_2": "stalk-shape",
+    "target_col": "class",
+    "target_value": "EDIBLE",
+    "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_117b98ddb1a5941d/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,375 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c5
+- dataset_name: Mushroom
+- table_name: c5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 8416
+- important_fields:
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
+- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
+- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
+- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
+- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
+- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
+- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
+- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
+- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
+- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
+- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
+- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
+- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
+- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
+- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
+- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
+- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
+- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
+- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
+- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
+- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
+- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
+- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
+- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
+- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
+
+SQLite schema snapshot:
+{
+  "table_name": "c5",
+  "quoted_table_name": "\"c5\"",
+  "row_count": 8416,
+  "columns": [
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-surface",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bruises?",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "odor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-attachment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-spacing",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-size",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-root",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-number",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spore-print-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "population",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "habitat",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "BROWN",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c5",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=odor, group_col_2=stalk-shape, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "odor",
+    "group_col_2": "stalk-shape",
+    "target_col": "class",
+    "target_value": "EDIBLE",
+    "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_117b98ddb1a5941d/cli/sql_response_attempt_1.raw.txt

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+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_117b98ddb1a5941d/cli/sql_response_attempt_1.txt

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+{"type":"thread.started","thread_id":"019e4105-7aa0-72a0-9dcf-16caa83d015e"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_117b98ddb1a5941d/cli/sql_response_attempt_2.raw.txt

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+{"type":"thread.started","thread_id":"019e4105-8d99-79e2-b6bb-e1d63932343e"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_117b98ddb1a5941d/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-8d99-79e2-b6bb-e1d63932343e"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1341a834eb609760/run_manifest.json

@@ -0,0 +1,73 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "c5",
+  "started_at": "2026-05-19T16:20:34.868223+00:00",
+  "ended_at": "2026-05-19T16:20:42.047870+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c5_1341a834eb609760",
+    "problem_id": "v2p_c5_85bd8acb576c1ac0",
+    "dataset_id": "c5",
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "support",
+    "extended_family": false,
+    "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=spore-print-color.",
+    "bindings": {
+      "group_col": "spore-print-color",
+      "predicate_col": "spore-print-color",
+      "predicate_op": "=",
+      "predicate_value": "PURPLE",
+      "entity_col": "spore-print-color",
+      "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",
+      "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=4",
+      "sql_variant_index=1/1",
+      "binding_index=135"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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/c5/artifacts/v2q_c5_1341a834eb609760/trace.jsonl

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+{"timestamp": "2026-05-19T16:20:42.047785+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": 3219.34, "started_at": "2026-05-19T16:20:38.827689+00:00", "ended_at": "2026-05-19T16:20:42.047080+00:00", "prompt_metrics": {"chars": 12920, "bytes_utf8": 12920, "lines": 376, "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\":\"019e410a-102a-7a82-96ee-002a83efc6bf\"}\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/c5/artifacts/v2q_c5_14fe523852d9aed4/cli/sql_attempt_1.metadata.json

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+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:11:16.457879+00:00",
+  "ended_at": "2026-05-19T16:11:19.519968+00:00",
+  "elapsed_ms": 3062.07,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 12893,
+    "bytes_utf8": 12893,
+    "lines": 373,
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+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
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+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
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+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_14fe523852d9aed4/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:11:20.521776+00:00",
+  "ended_at": "2026-05-19T16:11:23.735146+00:00",
+  "elapsed_ms": 3213.35,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 12893,
+    "bytes_utf8": 12893,
+    "lines": 373,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_14fe523852d9aed4/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,373 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c5
+- dataset_name: Mushroom
+- table_name: c5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 8416
+- important_fields:
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
+- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
+- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
+- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
+- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
+- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
+- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
+- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
+- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
+- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
+- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
+- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
+- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
+- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
+- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
+- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
+- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
+- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
+- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
+- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
+- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
+- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
+- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
+- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
+- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
+
+SQLite schema snapshot:
+{
+  "table_name": "c5",
+  "quoted_table_name": "\"c5\"",
+  "row_count": 8416,
+  "columns": [
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-surface",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bruises?",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "odor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-attachment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-spacing",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-size",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-root",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-number",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spore-print-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "population",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "habitat",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "BROWN",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_target_rate_extremes_v2",
+    "template_name": "Tail Target-Rate Extremes",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "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};",
+    "required_roles": [
+      "group_col",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c5",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=veil-type, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "veil-type",
+    "target_col": "class",
+    "target_value": "POISONOUS",
+    "top_k": 10,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "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};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_14fe523852d9aed4/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,373 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c5
+- dataset_name: Mushroom
+- table_name: c5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 8416
+- important_fields:
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
+- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
+- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
+- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
+- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
+- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
+- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
+- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
+- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
+- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
+- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
+- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
+- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
+- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
+- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
+- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
+- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
+- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
+- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
+- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
+- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
+- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
+- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
+- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
+- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
+
+SQLite schema snapshot:
+{
+  "table_name": "c5",
+  "quoted_table_name": "\"c5\"",
+  "row_count": 8416,
+  "columns": [
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-surface",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bruises?",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "odor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-attachment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-spacing",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-size",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-root",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-number",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spore-print-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "population",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "habitat",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "BROWN",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_target_rate_extremes_v2",
+    "template_name": "Tail Target-Rate Extremes",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "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};",
+    "required_roles": [
+      "group_col",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c5",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=veil-type, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "veil-type",
+    "target_col": "class",
+    "target_value": "POISONOUS",
+    "top_k": 10,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "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};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_14fe523852d9aed4/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-7b78-7831-8b80-b0509fae029f"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_14fe523852d9aed4/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-7b78-7831-8b80-b0509fae029f"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_14fe523852d9aed4/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-8b4a-7b30-b3c2-38aec4b24ac9"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_14fe523852d9aed4/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-8b4a-7b30-b3c2-38aec4b24ac9"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1863e5145efa7f51/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:07:11.739315+00:00",
+  "ended_at": "2026-05-19T16:07:15.097352+00:00",
+  "elapsed_ms": 3358.01,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 12902,
+    "bytes_utf8": 12902,
+    "lines": 376,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1863e5145efa7f51/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:07:16.099477+00:00",
+  "ended_at": "2026-05-19T16:07:19.270766+00:00",
+  "elapsed_ms": 3171.26,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 12902,
+    "bytes_utf8": 12902,
+    "lines": 376,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1863e5145efa7f51/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,376 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c5
+- dataset_name: Mushroom
+- table_name: c5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 8416
+- important_fields:
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
+- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
+- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
+- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
+- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
+- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
+- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
+- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
+- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
+- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
+- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
+- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
+- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
+- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
+- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
+- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
+- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
+- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
+- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
+- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
+- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
+- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
+- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
+- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
+- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
+
+SQLite schema snapshot:
+{
+  "table_name": "c5",
+  "quoted_table_name": "\"c5\"",
+  "row_count": 8416,
+  "columns": [
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-surface",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bruises?",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "odor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-attachment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-spacing",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-size",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-root",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-number",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spore-print-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "population",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "habitat",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "BROWN",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "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;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c5",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=cap-surface, group_col_2=stalk-color-above-ring.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "cap-surface",
+    "group_col_2": "stalk-color-above-ring",
+    "predicate_col": "gill-size",
+    "predicate_op": "=",
+    "predicate_value": "BROAD",
+    "top_k": 14,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "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;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1863e5145efa7f51/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,376 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c5
+- dataset_name: Mushroom
+- table_name: c5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 8416
+- important_fields:
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
+- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
+- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
+- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
+- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
+- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
+- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
+- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
+- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
+- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
+- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
+- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
+- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
+- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
+- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
+- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
+- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
+- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
+- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
+- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
+- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
+- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
+- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
+- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
+- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
+
+SQLite schema snapshot:
+{
+  "table_name": "c5",
+  "quoted_table_name": "\"c5\"",
+  "row_count": 8416,
+  "columns": [
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-surface",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bruises?",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "odor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-attachment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-spacing",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-size",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-root",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-number",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spore-print-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "population",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "habitat",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "BROWN",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "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;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c5",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=cap-surface, group_col_2=stalk-color-above-ring.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "cap-surface",
+    "group_col_2": "stalk-color-above-ring",
+    "predicate_col": "gill-size",
+    "predicate_op": "=",
+    "predicate_value": "BROAD",
+    "top_k": 14,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "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;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1863e5145efa7f51/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-bf73-7dd2-8d52-47c397aaab55"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1863e5145efa7f51/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-bf73-7dd2-8d52-47c397aaab55"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1863e5145efa7f51/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-d094-7da3-bd1c-86f93847bc77"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1863e5145efa7f51/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-d094-7da3-bd1c-86f93847bc77"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a2c4c137a53fa8a/cli/conversation.jsonl

@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12806, "bytes_utf8": 12806, "lines": 375, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "}
+{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 12806, "bytes_utf8": 12806, "lines": 375, "estimated_tokens": null}}
+{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 15824, "cached_input_tokens": 12032, "output_tokens": 378, "reasoning_output_tokens": 267}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a2c4c137a53fa8a/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 2,
+  "usage_summary": {
+    "dataset_id": "c5",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c5_1a2c4c137a53fa8a",
+    "api_calls": 0,
+    "input_tokens": 15824,
+    "cached_input_tokens": 12032,
+    "output_tokens": 378,
+    "total_tokens": 16202,
+    "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": 12043.53,
+    "sql_execution_elapsed_ms_total": 3.39,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a2c4c137a53fa8a/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a2c4c137a53fa8a/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:02:55.846225+00:00",
+  "ended_at": "2026-05-19T16:02:59.168290+00:00",
+  "elapsed_ms": 3322.04,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 12806,
+    "bytes_utf8": 12806,
+    "lines": 375,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a2c4c137a53fa8a/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:03:00.170589+00:00",
+  "ended_at": "2026-05-19T16:03:08.892110+00:00",
+  "elapsed_ms": 8721.49,
+  "prompt_metrics": {
+    "chars": 12806,
+    "bytes_utf8": 12806,
+    "lines": 375,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 740,
+    "bytes_utf8": 740,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 385,
+      "bytes_utf8": 385,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 15824,
+      "cached_input_tokens": 12032,
+      "output_tokens": 378,
+      "reasoning_output_tokens": 267
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a2c4c137a53fa8a/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,375 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c5
+- dataset_name: Mushroom
+- table_name: c5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 8416
+- important_fields:
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
+- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
+- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
+- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
+- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
+- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
+- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
+- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
+- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
+- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
+- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
+- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
+- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
+- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
+- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
+- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
+- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
+- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
+- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
+- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
+- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
+- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
+- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
+- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
+- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
+
+SQLite schema snapshot:
+{
+  "table_name": "c5",
+  "quoted_table_name": "\"c5\"",
+  "row_count": 8416,
+  "columns": [
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-surface",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bruises?",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "odor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-attachment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-spacing",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-size",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-root",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-number",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spore-print-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "population",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "habitat",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "BROWN",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "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;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c5",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=bruises?, condition_col=veil-color.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "bruises?",
+    "condition_col": "veil-color",
+    "condition_value": "WHITE",
+    "positive_value": "WHITE",
+    "negative_value": "BROWN",
+    "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "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;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c5/artifacts/v2q_c5_1a2c4c137a53fa8a/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,375 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c5
+- dataset_name: Mushroom
+- table_name: c5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 22 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 8416
+- important_fields:
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- cap-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap shape.
+- cap-surface: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap surface.
+- cap-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cap color.
+- bruises?: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bruises?.
+- odor: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for odor.
+- gill-attachment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill attachment.
+- gill-spacing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill spacing.
+- gill-size: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill size.
+- gill-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for gill color.
+- stalk-shape: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk shape.
+- stalk-root: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for stalk root.
+- stalk-surface-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface above ring.
+- stalk-surface-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk surface below ring.
+- stalk-color-above-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color above ring.
+- stalk-color-below-ring: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stalk color below ring.
+- veil-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil type.
+- veil-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for veil color.
+- ring-number: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring number.
+- ring-type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate', 'missingness_candidate'] desc=Categorical field for ring type.
+- spore-print-color: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spore print color.
+- population: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for population.
+- habitat: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for habitat.
+- useful_field_combinations: [['class', 'cap-shape', 'class'], ['cap-shape', 'cap-surface', 'class']]
+- fields_requiring_caution: ['class', 'odor', 'stalk-root', 'ring-number']
+- source_url: https://archive.ics.uci.edu/dataset/73/mushroom
+
+SQLite schema snapshot:
+{
+  "table_name": "c5",
+  "quoted_table_name": "\"c5\"",
+  "row_count": 8416,
+  "columns": [
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-surface",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cap-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bruises?",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "odor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-attachment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-spacing",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-size",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gill-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-shape",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-root",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-surface-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-above-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stalk-color-below-ring",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "veil-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-number",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ring-type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spore-print-color",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "population",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "habitat",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "WHITE",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "PINK",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "BROWN",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    },
+    {
+      "class": "EDIBLE",
+      "cap-shape": "CONVEX",
+      "cap-surface": "SMOOTH",
+      "cap-color": "WHITE",
+      "bruises?": "BRUISES",
+      "odor": "ALMOND",
+      "gill-attachment": "FREE",
+      "gill-spacing": "CROWDED",
+      "gill-size": "NARROW",
+      "gill-color": "BROWN",
+      "stalk-shape": "TAPERING",
+      "stalk-root": "BULBOUS",
+      "stalk-surface-above-ring": "SMOOTH",
+      "stalk-surface-below-ring": "SMOOTH",
+      "stalk-color-above-ring": "WHITE",
+      "stalk-color-below-ring": "WHITE",
+      "veil-type": "PARTIAL",
+      "veil-color": "WHITE",
+      "ring-number": "ONE",
+      "ring-type": "PENDANT",
+      "spore-print-color": "PURPLE",
+      "population": "SEVERAL",
+      "habitat": "WOODS"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "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;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c5",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=bruises?, condition_col=veil-color.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "bruises?",
+    "condition_col": "veil-color",
+    "condition_value": "WHITE",
+    "positive_value": "WHITE",
+    "negative_value": "BROWN",
+    "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "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;"
+}
+
+Repair context:
+{}