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Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_605bb6a3aafacb10/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": "2026-05-19T15:57:34.767713+00:00",
+  "ended_at": "2026-05-19T15:57:37.904525+00:00",
+  "elapsed_ms": 3136.79,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 4976,
+    "bytes_utf8": 4976,
+    "lines": 132,
+    "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/c3/artifacts/v2q_c3_605bb6a3aafacb10/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": "2026-05-19T15:57:38.905891+00:00",
+  "ended_at": "2026-05-19T15:57:43.308122+00:00",
+  "elapsed_ms": 4402.19,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 4976,
+    "bytes_utf8": 4976,
+    "lines": 132,
+    "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/c3/artifacts/v2q_c3_605bb6a3aafacb10/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,132 @@
+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: c3
+- dataset_name: Splice junction Gene Sequences
+- table_name: c3
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one splice-junction sequence example with a boundary label.
+- task_type: classification
+- target_column: EI
+- main_row_count: 3189
+- important_fields:
+- EI: role=target, type=categorical_target. tags=['target_candidate'] desc=Splice boundary label: EI, IE, or N.
+- ATRINS-DONOR-521: role=identifier, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Record identifier token (id-like).
+- CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG: role=feature, type=dna_sequence_fixed_length_60. tags=['condition_candidate', 'text_exclude', 'high_cardinality_candidate', 'rare_pattern_candidate'] desc=Packed 60-mer DNA sequence context string.
+- useful_field_combinations: [['EI', 'derived_sequence_motif_features']]
+- fields_requiring_caution: ['ATRINS-DONOR-521', 'CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG']
+- source_url: https://archive.ics.uci.edu/dataset/69/molecular+biology+splice+junction+gene+sequences
+
+SQLite schema snapshot:
+{
+  "table_name": "c3",
+  "quoted_table_name": "\"c3\"",
+  "row_count": 3189,
+  "columns": [
+    {
+      "name": "EI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRINS-DONOR-521",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "EI": "EI",
+      "ATRINS-DONOR-521": "ATRINS-DONOR-905",
+      "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG": "AGACCCGCCGGGAGGCGGAGGACCTGCAGGGTGAGCCCCACCGCCCCTCCGTGCCCCCGC"
+    },
+    {
+      "EI": "EI",
+      "ATRINS-DONOR-521": "BABAPOE-DONOR-30",
+      "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG": "GAGGTGAAGGACGTCCTTCCCCAGGAGCCGGTGAGAAGCGCAGTCGGGGGCACGGGGATG"
+    },
+    {
+      "EI": "EI",
+      "ATRINS-DONOR-521": "BABAPOE-DONOR-867",
+      "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG": "GGGCTGCGTTGCTGGTCACATTCCTGGCAGGTATGGGGCGGGGCTTGCTCGGTTTTCCCC"
+    },
+    {
+      "EI": "EI",
+      "ATRINS-DONOR-521": "BABAPOE-DONOR-2817",
+      "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG": "GCTCAGCCCCCAGGTCACCCAGGAACTGACGTGAGTGTCCCCATCCCGGCCCTTGACCCT"
+    },
+    {
+      "EI": "EI",
+      "ATRINS-DONOR-521": "CHPIGECA-DONOR-378",
+      "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG": "CAGACTGGGTGGACAACAAAACCTTCAGCGGTAAGAGAGGGCCAAGCTCAGAGACCACAG"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_group_distinct_topk",
+    "template_name": "Top-k Groups by Distinct Entity Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c3",
+  "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=EI.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "EI",
+    "entity_col": "ATRINS-DONOR-521",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_605bb6a3aafacb10/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,132 @@
+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: c3
+- dataset_name: Splice junction Gene Sequences
+- table_name: c3
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one splice-junction sequence example with a boundary label.
+- task_type: classification
+- target_column: EI
+- main_row_count: 3189
+- important_fields:
+- EI: role=target, type=categorical_target. tags=['target_candidate'] desc=Splice boundary label: EI, IE, or N.
+- ATRINS-DONOR-521: role=identifier, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Record identifier token (id-like).
+- CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG: role=feature, type=dna_sequence_fixed_length_60. tags=['condition_candidate', 'text_exclude', 'high_cardinality_candidate', 'rare_pattern_candidate'] desc=Packed 60-mer DNA sequence context string.
+- useful_field_combinations: [['EI', 'derived_sequence_motif_features']]
+- fields_requiring_caution: ['ATRINS-DONOR-521', 'CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG']
+- source_url: https://archive.ics.uci.edu/dataset/69/molecular+biology+splice+junction+gene+sequences
+
+SQLite schema snapshot:
+{
+  "table_name": "c3",
+  "quoted_table_name": "\"c3\"",
+  "row_count": 3189,
+  "columns": [
+    {
+      "name": "EI",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ATRINS-DONOR-521",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "EI": "EI",
+      "ATRINS-DONOR-521": "ATRINS-DONOR-905",
+      "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG": "AGACCCGCCGGGAGGCGGAGGACCTGCAGGGTGAGCCCCACCGCCCCTCCGTGCCCCCGC"
+    },
+    {
+      "EI": "EI",
+      "ATRINS-DONOR-521": "BABAPOE-DONOR-30",
+      "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG": "GAGGTGAAGGACGTCCTTCCCCAGGAGCCGGTGAGAAGCGCAGTCGGGGGCACGGGGATG"
+    },
+    {
+      "EI": "EI",
+      "ATRINS-DONOR-521": "BABAPOE-DONOR-867",
+      "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG": "GGGCTGCGTTGCTGGTCACATTCCTGGCAGGTATGGGGCGGGGCTTGCTCGGTTTTCCCC"
+    },
+    {
+      "EI": "EI",
+      "ATRINS-DONOR-521": "BABAPOE-DONOR-2817",
+      "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG": "GCTCAGCCCCCAGGTCACCCAGGAACTGACGTGAGTGTCCCCATCCCGGCCCTTGACCCT"
+    },
+    {
+      "EI": "EI",
+      "ATRINS-DONOR-521": "CHPIGECA-DONOR-378",
+      "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG": "CAGACTGGGTGGACAACAAAACCTTCAGCGGTAAGAGAGGGCCAAGCTCAGAGACCACAG"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_group_distinct_topk",
+    "template_name": "Top-k Groups by Distinct Entity Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c3",
+  "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=EI.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "EI",
+    "entity_col": "ATRINS-DONOR-521",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c3/artifacts/v2q_c3_605bb6a3aafacb10/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-f1ae-74e3-b372-5c5bf10d79b2"}
+{"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/c3/artifacts/v2q_c3_605bb6a3aafacb10/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-f1ae-74e3-b372-5c5bf10d79b2"}
+{"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/c3/artifacts/v2q_c3_605bb6a3aafacb10/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f5-01d8-7913-af5b-3dbc33c00196"}
+{"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/c3/artifacts/v2q_c3_605bb6a3aafacb10/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f5-01d8-7913-af5b-3dbc33c00196"}
+{"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/c3/artifacts/v2q_c3_fcdd22fa09d84f28/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": "2026-05-19T16:01:55.881871+00:00",
+  "ended_at": "2026-05-19T16:01:59.125200+00:00",
+  "elapsed_ms": 3243.28,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 5091,
+    "bytes_utf8": 5091,
+    "lines": 135,
+    "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/c3/artifacts/v2q_c3_fcdd22fa09d84f28/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f8-edc7-7b52-b4df-44695d0a8668"}
+{"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/n4/artifacts/v2q_n4_006e1e3fa5697e23/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"feature_18": "0.23", "support": 74, "avg_response": 5.0}, {"feature_18": "0.16", "support": 67, "avg_response": 5.014925373134329}, {"feature_18": "0.17", "support": 66, "avg_response": 4.833333333333333}, {"feature_18": "0.25", "support": 54, "avg_response": 5.166666666666667}, {"feature_18": "0.22", "support": 52, "avg_response": 5.769230769230769}]}

Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_006e1e3fa5697e23/generated_sql.sql

@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_e
+-- sql_source_dataset_id: n4
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n4_006e1e3fa5697e23
+-- problem_id: v2p_n4_311020cbad056437
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "feature_18",
+    COUNT(*) AS support,
+    AVG("feature_5") AS avg_response
+FROM "n4"
+GROUP BY "feature_18"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_006e1e3fa5697e23/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: n4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n4_006e1e3fa5697e23\n-- problem_id: v2p_n4_311020cbad056437\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"feature_18\",\n    COUNT(*) AS support,\n    AVG(\"feature_5\") AS avg_response\nFROM \"n4\"\nGROUP BY \"feature_18\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "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: n4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n4_006e1e3fa5697e23\\n-- problem_id: v2p_n4_311020cbad056437\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"feature_18\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"feature_5\\\") AS avg_response\\nFROM \\\"n4\\\"\\nGROUP BY \\\"feature_18\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_18\", \"support\", \"avg_response\"], \"rows\": [{\"feature_18\": \"0.23\", \"support\": 74, \"avg_response\": 5.0}, {\"feature_18\": \"0.16\", \"support\": 67, \"avg_response\": 5.014925373134329}, {\"feature_18\": \"0.17\", \"support\": 66, \"avg_response\": 4.833333333333333}, {\"feature_18\": \"0.25\", \"support\": 54, \"avg_response\": 5.166666666666667}, {\"feature_18\": \"0.22\", \"support\": 52, \"avg_response\": 5.769230769230769}, {\"feature_18\": \"0.18\", \"support\": 51, \"avg_response\": 5.294117647058823}, {\"feature_18\": \"0.21\", \"support\": 50, \"avg_response\": 4.98}, {\"feature_18\": \"0.15\", \"support\": 45, \"avg_response\": 5.111111111111111}, {\"feature_18\": \"0.2\", \"support\": 44, \"avg_response\": 5.7272727272727275}, {\"feature_18\": \"0.33\", \"support\": 42, \"avg_response\": 6.071428571428571}, {\"feature_18\": \"0.26\", \"support\": 42, \"avg_response\": 5.380952380952381}, {\"feature_18\": \"0.24\", \"support\": 41, \"avg_response\": 6.2439024390243905}, {\"feature_18\": \"0.14\", \"support\": 40, \"avg_response\": 5.525}, {\"feature_18\": \"0.34\", \"support\": 38, \"avg_response\": 6.473684210526316}, {\"feature_18\": \"0.35\", \"support\": 38, \"avg_response\": 5.2631578947368425}, {\"feature_18\": \"0.19\", \"support\": 37, \"avg_response\": 5.5675675675675675}, {\"feature_18\": \"0.38\", \"support\": 34, \"avg_response\": 5.352941176470588}, {\"feature_18\": \"0.29\", \"support\": 34, \"avg_response\": 5.176470588235294}, {\"feature_18\": \"0.4\", \"support\": 33, \"avg_response\": 5.878787878787879}, {\"feature_18\": \"0.32\", \"support\": 33, \"avg_response\": 5.757575757575758}, {\"feature_18\": \"0.12\", \"support\": 33, \"avg_response\": 4.848484848484849}, {\"feature_18\": \"0.42\", \"support\": 32, \"avg_response\": 5.78125}, {\"feature_18\": \"0.28\", \"support\": 32, \"avg_response\": 5.21875}, {\"feature_18\": \"0.41\", \"support\": 30, \"avg_response\": 5.466666666666667}, {\"feature_18\": \"0.27\", \"support\": 30, \"avg_response\": 4.0}, {\"feature_18\": \"0.3\", \"support\": 29, \"avg_response\": 6.551724137931035}, {\"feature_18\": \"0.44\", \"support\": 28, \"avg_response\": 6.392857142857143}, {\"feature_18\": \"0.51\", \"support\": 28, \"avg_response\": 5.928571428571429}, {\"feature_18\": \"1\", \"support\": 28, \"avg_response\": 5.214285714285714}, {\"feature_18\": \"0.39\", \"support\": 27, \"avg_response\": 6.481481481481482}, {\"feature_18\": \"0.47\", \"support\": 27, \"avg_response\": 6.222222222222222}, {\"feature_18\": \"0.36\", \"support\": 27, \"avg_response\": 5.925925925925926}, {\"feature_18\": \"0.37\", \"support\": 27, \"avg_response\": 5.333333333333333}, {\"feature_18\": \"0.11\", \"support\": 26, \"avg_response\": 5.5}, {\"feature_18\": \"0.31\", \"support\": 26, \"avg_response\": 5.269230769230769}, {\"feature_18\": \"0.5\", \"support\": 26, \"avg_response\": 4.846153846153846}, {\"feature_18\": \"0.13\", \"support\": 25, \"avg_response\": 5.2}, {\"feature_18\": \"0.43\", \"support\": 25, \"avg_response\": 5.12}, {\"feature_18\": \"0.52\", \"support\": 24, \"avg_response\": 5.75}, {\"feature_18\": \"0.49\", \"support\": 24, \"avg_response\": 5.041666666666667}, {\"feature_18\": \"0.48\", \"support\": 23, \"avg_response\": 6.217391304347826}, {\"feature_18\": \"0.1\", \"support\": 23, \"avg_response\": 5.260869565217392}, {\"feature_18\": \"0.57\", \"support\": 22, \"avg_response\": 5.818181818181818}, {\"feature_18\": \"0.53\", \"support\": 21, \"avg_response\": 6.238095238095238}, {\"feature_18\": \"0.54\", \"support\": 21, \"avg_response\": 4.761904761904762}, {\"feature_18\": \"0.56\", \"support\": 20, \"avg_response\": 6.4}, {\"feature_18\": \"0.58\", \"support\": 20, \"avg_response\": 5.05}, {\"feature_18\": \"0.45\", \"support\": 18, \"avg_response\": 5.833333333333333}, {\"feature_18\": \"0.09\", \"support\": 18, \"avg_response\": 4.666666666666667}, {\"feature_18\": \"0.65\", \"support\": 17, \"avg_response\": 5.352941176470588}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1.72}"}

Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_006e1e3fa5697e23/run_manifest.json

@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "n4",
+  "started_at": "2026-05-19T16:32:28.265243+00:00",
+  "ended_at": "2026-05-19T16:32:28.267867+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n4_006e1e3fa5697e23",
+    "problem_id": "v2p_n4_311020cbad056437",
+    "dataset_id": "n4",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_5, key_col=feature_18.",
+    "bindings": {
+      "key_col": "feature_18",
+      "measure_col": "feature_5",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=11",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 11,
+    "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/n4/sql/v2q_n4_006e1e3fa5697e23.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/n4/artifacts/v2q_n4_006e1e3fa5697e23/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/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/run_manifest.json

@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "n4",
+  "started_at": "2026-05-19T16:32:09.528987+00:00",
+  "ended_at": "2026-05-19T16:32:19.237933+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n4_00ae2de8ced0bfb9",
+    "problem_id": "v2p_n4_16bc3b9bbefd38eb",
+    "dataset_id": "n4",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_104, measure_col=feature_16.",
+    "bindings": {
+      "group_col": "feature_104",
+      "measure_col": "feature_16",
+      "top_k": 10,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.2,
+      "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",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/2",
+      "binding_index=140"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:32:12.941534+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": 3406.35, "started_at": "2026-05-19T16:32:09.533923+00:00", "ended_at": "2026-05-19T16:32:12.940311+00:00", "prompt_metrics": {"chars": 50721, "bytes_utf8": 50721, "lines": 1632, "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\":\"019e4114-9aae-7493-8753-26b1700485be\"}\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": "2026-05-19T16:32:19.237821+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": 5291.11, "started_at": "2026-05-19T16:32:13.945434+00:00", "ended_at": "2026-05-19T16:32:19.236612+00:00", "prompt_metrics": {"chars": 50721, "bytes_utf8": 50721, "lines": 1632, "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\":\"019e4114-ac06-7330-9754-bfe87e641a2d\"}\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/n4/artifacts/v2q_n4_01639891b6054465/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": "2026-05-19T16:08:20.944342+00:00",
+  "ended_at": "2026-05-19T16:08:23.994846+00:00",
+  "elapsed_ms": 3050.48,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 50634,
+    "bytes_utf8": 50634,
+    "lines": 1632,
+    "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/n4/artifacts/v2q_n4_01639891b6054465/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": "2026-05-19T16:08:24.997261+00:00",
+  "ended_at": "2026-05-19T16:08:28.251644+00:00",
+  "elapsed_ms": 3254.36,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 50634,
+    "bytes_utf8": 50634,
+    "lines": 1632,
+    "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/n4/artifacts/v2q_n4_01639891b6054465/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,1632 @@
+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: n4
+- dataset_name: Communities And Crime
+- table_name: n4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 127 feature columns and target `target`.
+- task_type: regression
+- target_column: target
+- main_row_count: 1994
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3.
+- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4.
+- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52.
+- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53.
+- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54.
+- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55.
+- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56.
+- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57.
+- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58.
+- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59.
+- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60.
+- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61.
+- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62.
+- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63.
+- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64.
+- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65.
+- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66.
+- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67.
+- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68.
+- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69.
+- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70.
+- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71.
+- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72.
+- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73.
+- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74.
+- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75.
+- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76.
+- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77.
+- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78.
+- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79.
+- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80.
+- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81.
+- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82.
+- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83.
+- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84.
+- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85.
+- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86.
+- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87.
+- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88.
+- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89.
+- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90.
+- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91.
+- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92.
+- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93.
+- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94.
+- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95.
+- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96.
+- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97.
+- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98.
+- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99.
+- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100.
+- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101.
+- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102.
+- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103.
+- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104.
+- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105.
+- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106.
+- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107.
+- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108.
+- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109.
+- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110.
+- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111.
+- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112.
+- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113.
+- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114.
+- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115.
+- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116.
+- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117.
+- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118.
+- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119.
+- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120.
+- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121.
+- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122.
+- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123.
+- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124.
+- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125.
+- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126.
+- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127.
+- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31']
+- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime
+
+SQLite schema snapshot:
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+      "type": "TEXT",
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+      "type": "TEXT",
+      "notnull": false,
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+      "feature_46": "0.49",
+      "feature_47": "0.44",
+      "feature_48": "0.75",
+      "feature_49": "0.65",
+      "feature_50": "0.54",
+      "feature_51": "0.83",
+      "feature_52": "0.65",
+      "feature_53": "0.85",
+      "feature_54": "0.86",
+      "feature_55": "0.03",
+      "feature_56": "0.33",
+      "feature_57": "0.02",
+      "feature_58": "0.11",
+      "feature_59": "0.2",
+      "feature_60": "0.3",
+      "feature_61": "0.31",
+      "feature_62": "0.05",
+      "feature_63": "0.08",
+      "feature_64": "0.11",
+      "feature_65": "0.11",
+      "feature_66": "0.81",
+      "feature_67": "0.08",
+      "feature_68": "0.56",
+      "feature_69": "0.62",
+      "feature_70": "0.85",
+      "feature_71": "0.77",
+      "feature_72": "1",
+      "feature_73": "0.94",
+      "feature_74": "0.12",
+      "feature_75": "0.01",
+      "feature_76": "0.5",
+      "feature_77": "0.01",
+      "feature_78": "0.97",
+      "feature_79": "0.96",
+      "feature_80": "0.6",
+      "feature_81": "0.47",
+      "feature_82": "0.52",
+      "feature_83": "0.11",
+      "feature_84": "0.11",
+      "feature_85": "0.24",
+      "feature_86": "0.21",
+      "feature_87": "0.19",
+      "feature_88": "0.75",
+      "feature_89": "0.7",
+      "feature_90": "0.77",
+      "feature_91": "0.89",
+      "feature_92": "0.63",
+      "feature_93": "0.51",
+      "feature_94": "0.47",
+      "feature_95": "0",
+      "feature_96": "0",
+      "feature_97": "0.19",
+      "feature_98": "0.3",
+      "feature_99": "0.73",
+      "feature_100": "0.64",
+      "feature_101": "0.65",
+      "feature_102": "",
+      "feature_103": "",
+      "feature_104": "",
+      "feature_105": "",
+      "feature_106": "",
+      "feature_107": "",
+      "feature_108": "",
+      "feature_109": "",
+      "feature_110": "",
+      "feature_111": "",
+      "feature_112": "",
+      "feature_113": "",
+      "feature_114": "",
+      "feature_115": "",
+      "feature_116": "",
+      "feature_117": "",
+      "feature_118": "",
+      "feature_119": "0.02",
+      "feature_120": "0.39",
+      "feature_121": "0.28",
+      "feature_122": "",
+      "feature_123": "",
+      "feature_124": "",
+      "feature_125": "",
+      "feature_126": "0",
+      "feature_127": "",
+      "target": "0.12"
+    },
+    {
+      "feature_1": "42",
+      "feature_2": "95",
+      "feature_3": "6096",
+      "feature_4": "Bethlehemtownship",
+      "feature_5": "1",
+      "feature_6": "0.01",
+      "feature_7": "0.55",
+      "feature_8": "0.02",
+      "feature_9": "0.95",
+      "feature_10": "0.09",
+      "feature_11": "0.05",
+      "feature_12": "0.38",
+      "feature_13": "0.38",
+      "feature_14": "0.23",
+      "feature_15": "0.36",
+      "feature_16": "0.02",
+      "feature_17": "0.9",
+      "feature_18": "0.5",
+      "feature_19": "0.72",
+      "feature_20": "0.16",
+      "feature_21": "0.68",
+      "feature_22": "0.44",
+      "feature_23": "0.11",
+      "feature_24": "0.71",
+      "feature_25": "0.46",
+      "feature_26": "0.43",
+      "feature_27": "0.41",
+      "feature_28": "0.28",
+      "feature_29": "0",
+      "feature_30": "0.74",
+      "feature_31": "0.51",
+      "feature_32": "0.48",
+      "feature_33": "0",
+      "feature_34": "0.06",
+      "feature_35": "0.25",
+      "feature_36": "0.3",
+      "feature_37": "0.33",
+      "feature_38": "0.12",
+      "feature_39": "0.65",
+      "feature_40": "0.67",
+      "feature_41": "0.38",
+      "feature_42": "0.42",
+      "feature_43": "0.46",
+      "feature_44": "0.22",
+      "feature_45": "0.27",
+      "feature_46": "0.2",
+      "feature_47": "0.21",
+      "feature_48": "0.51",
+      "feature_49": "0.91",
+      "feature_50": "0.91",
+      "feature_51": "0.89",
+      "feature_52": "0.85",
+      "feature_53": "0.4",
+      "feature_54": "0.6",
+      "feature_55": "0",
+      "feature_56": "0.06",
+      "feature_57": "0",
+      "feature_58": "0.03",
+      "feature_59": "0.07",
+      "feature_60": "0.2",
+      "feature_61": "0.27",
+      "feature_62": "0.01",
+      "feature_63": "0.02",
+      "feature_64": "0.04",
+      "feature_65": "0.05",
+      "feature_66": "0.88",
+      "feature_67": "0.05",
+      "feature_68": "0.16",
+      "feature_69": "0.19",
+      "feature_70": "0.59",
+      "feature_71": "0.6",
+      "feature_72": "0.37",
+      "feature_73": "0.89",
+      "feature_74": "0.02",
+      "feature_75": "0.19",
+      "feature_76": "0.5",
+      "feature_77": "0.01",
+      "feature_78": "0.89",
+      "feature_79": "0.87",
+      "feature_80": "0.04",
+      "feature_81": "0.55",
+      "feature_82": "0.73",
+      "feature_83": "0.05",
+      "feature_84": "0.14",
+      "feature_85": "0.31",
+      "feature_86": "0.31",
+      "feature_87": "0.3",
+      "feature_88": "0.4",
+      "feature_89": "0.36",
+      "feature_90": "0.38",
+      "feature_91": "0.38",
+      "feature_92": "0.22",
+      "feature_93": "0.51",
+      "feature_94": "0.21",
+      "feature_95": "0",
+      "feature_96": "0",
+      "feature_97": "0.11",
+      "feature_98": "0.72",
+      "feature_99": "0.64",
+      "feature_100": "0.61",
+      "feature_101": "0.53",
+      "feature_102": "",
+      "feature_103": "",
+      "feature_104": "",
+      "feature_105": "",
+      "feature_106": "",
+      "feature_107": "",
+      "feature_108": "",
+      "feature_109": "",
+      "feature_110": "",
+      "feature_111": "",
+      "feature_112": "",
+      "feature_113": "",
+      "feature_114": "",
+      "feature_115": "",
+      "feature_116": "",
+      "feature_117": "",
+      "feature_118": "",
+      "feature_119": "0.04",
+      "feature_120": "0.09",
+      "feature_121": "0.02",
+      "feature_122": "",
+      "feature_123": "",
+      "feature_124": "",
+      "feature_125": "",
+      "feature_126": "0",
+      "feature_127": "",
+      "target": "0.03"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n4",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_117, measure_col=feature_6.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "feature_117",
+    "measure_col": "feature_6",
+    "top_k": 14,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.19,
+    "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}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_01639891b6054465/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,1632 @@
+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: n4
+- dataset_name: Communities And Crime
+- table_name: n4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 127 feature columns and target `target`.
+- task_type: regression
+- target_column: target
+- main_row_count: 1994
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3.
+- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4.
+- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52.
+- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53.
+- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54.
+- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55.
+- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56.
+- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57.
+- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58.
+- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59.
+- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60.
+- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61.
+- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62.
+- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63.
+- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64.
+- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65.
+- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66.
+- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67.
+- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68.
+- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69.
+- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70.
+- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71.
+- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72.
+- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73.
+- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74.
+- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75.
+- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76.
+- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77.
+- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78.
+- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79.
+- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80.
+- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81.
+- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82.
+- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83.
+- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84.
+- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85.
+- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86.
+- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87.
+- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88.
+- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89.
+- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90.
+- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91.
+- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92.
+- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93.
+- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94.
+- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95.
+- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96.
+- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97.
+- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98.
+- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99.
+- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100.
+- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101.
+- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102.
+- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103.
+- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104.
+- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105.
+- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106.
+- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107.
+- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108.
+- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109.
+- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110.
+- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111.
+- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112.
+- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113.
+- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114.
+- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115.
+- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116.
+- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117.
+- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118.
+- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119.
+- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120.
+- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121.
+- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122.
+- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123.
+- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124.
+- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125.
+- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126.
+- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127.
+- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31']
+- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime
+
+SQLite schema snapshot:
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+      "feature_100": "0.61",
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+      "feature_120": "0.09",
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+      "feature_123": "",
+      "feature_124": "",
+      "feature_125": "",
+      "feature_126": "0",
+      "feature_127": "",
+      "target": "0.03"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n4",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_117, measure_col=feature_6.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "feature_117",
+    "measure_col": "feature_6",
+    "top_k": 14,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.19,
+    "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}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_01639891b6054465/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-cddf-7c91-9e49-335fd673d996"}
+{"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/n4/artifacts/v2q_n4_01639891b6054465/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-cddf-7c91-9e49-335fd673d996"}
+{"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/n4/artifacts/v2q_n4_01639891b6054465/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-dda2-7ba3-ab38-da7cd479f856"}
+{"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/n4/artifacts/v2q_n4_01639891b6054465/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-dda2-7ba3-ab38-da7cd479f856"}
+{"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/n4/artifacts/v2q_n4_01639891b6054465/run_manifest.json

@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "n4",
+  "started_at": "2026-05-19T16:08:20.941046+00:00",
+  "ended_at": "2026-05-19T16:08:28.252548+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n4_01639891b6054465",
+    "problem_id": "v2p_n4_6fdfceef35bdc208",
+    "dataset_id": "n4",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_rank_order",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_117, measure_col=feature_6.",
+    "bindings": {
+      "group_col": "feature_117",
+      "measure_col": "feature_6",
+      "top_k": 14,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.19,
+      "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",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/2",
+      "binding_index=4"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_01639891b6054465/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:08:23.995690+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": 3050.48, "started_at": "2026-05-19T16:08:20.944342+00:00", "ended_at": "2026-05-19T16:08:23.994846+00:00", "prompt_metrics": {"chars": 50634, "bytes_utf8": 50634, "lines": 1632, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-cddf-7c91-9e49-335fd673d996\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:08:28.252457+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": 3254.36, "started_at": "2026-05-19T16:08:24.997261+00:00", "ended_at": "2026-05-19T16:08:28.251644+00:00", "prompt_metrics": {"chars": 50634, "bytes_utf8": 50634, "lines": 1632, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-dda2-7ba3-ab38-da7cd479f856\"}\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/n4/artifacts/v2q_n4_018942618fb76c06/run_manifest.json

@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "n4",
+  "started_at": "2026-05-19T16:26:11.783869+00:00",
+  "ended_at": "2026-05-19T16:26:19.194370+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n4_018942618fb76c06",
+    "problem_id": "v2p_n4_ac7729da61fa8bd8",
+    "dataset_id": "n4",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_5, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_5",
+      "condition_col": "target",
+      "condition_value": "0.03",
+      "positive_value": "0.2",
+      "negative_value": "0.03",
+      "top_k": 17,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.97,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=102"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:26:15.043438+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": 3253.46, "started_at": "2026-05-19T16:26:11.788770+00:00", "ended_at": "2026-05-19T16:26:15.042273+00:00", "prompt_metrics": {"chars": 50879, "bytes_utf8": 50879, "lines": 1635, "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\":\"019e410f-253e-7623-83c4-e1c75c032c69\"}\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": "2026-05-19T16:26:19.194253+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": 3145.4, "started_at": "2026-05-19T16:26:16.047661+00:00", "ended_at": "2026-05-19T16:26:19.193121+00:00", "prompt_metrics": {"chars": 50879, "bytes_utf8": 50879, "lines": 1635, "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\":\"019e410f-35ed-72a2-9af9-cd445645c078\"}\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/n4/artifacts/v2q_n4_029ad32aa3d7e70e/run_manifest.json

@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "n4",
+  "started_at": "2026-05-19T16:29:18.102292+00:00",
+  "ended_at": "2026-05-19T16:29:25.777341+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n4_029ad32aa3d7e70e",
+    "problem_id": "v2p_n4_939920a67c2b57f4",
+    "dataset_id": "n4",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=feature_125.",
+    "bindings": {
+      "group_col": "feature_125",
+      "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": 0.19,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=2/2",
+      "binding_index=125"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_029ad32aa3d7e70e/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:29:21.699710+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": 3590.88, "started_at": "2026-05-19T16:29:18.107450+00:00", "ended_at": "2026-05-19T16:29:21.698370+00:00", "prompt_metrics": {"chars": 50623, "bytes_utf8": 50623, "lines": 1630, "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\":\"019e4111-fd45-7732-b38a-468a0a5f7380\"}\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": "2026-05-19T16:29:25.777221+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": 3071.77, "started_at": "2026-05-19T16:29:22.704094+00:00", "ended_at": "2026-05-19T16:29:25.775931+00:00", "prompt_metrics": {"chars": 50623, "bytes_utf8": 50623, "lines": 1630, "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\":\"019e4112-0ef8-7b60-a675-412753f5779b\"}\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/n4/artifacts/v2q_n4_02e3c3c1691ff497/run_manifest.json

@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "n4",
+  "started_at": "2026-05-19T16:12:04.643305+00:00",
+  "ended_at": "2026-05-19T16:12:11.536164+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n4_02e3c3c1691ff497",
+    "problem_id": "v2p_n4_ce1bb8e7dea326de",
+    "dataset_id": "n4",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_117, measure_col=feature_30.",
+    "bindings": {
+      "group_col": "feature_117",
+      "measure_col": "feature_30",
+      "item_col": "feature_31",
+      "top_k": 13,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.53,
+      "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",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/2",
+      "binding_index=28"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:07.778611+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": 3130.07, "started_at": "2026-05-19T16:12:04.647039+00:00", "ended_at": "2026-05-19T16:12:07.777138+00:00", "prompt_metrics": {"chars": 51048, "bytes_utf8": 51048, "lines": 1634, "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\":\"019e4102-379b-7b82-960d-5b51b3f5ef84\"}\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": "2026-05-19T16:12:11.536064+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": 2752.86, "started_at": "2026-05-19T16:12:08.782278+00:00", "ended_at": "2026-05-19T16:12:11.535186+00:00", "prompt_metrics": {"chars": 51048, "bytes_utf8": 51048, "lines": 1634, "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\":\"019e4102-47c6-7cf3-b05f-2b6e2fa66867\"}\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/n4/artifacts/v2q_n4_04c9ab2b41ff71ac/run_manifest.json

@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_e",
+  "dataset_id": "n4",
+  "started_at": "2026-05-19T16:10:14.543610+00:00",
+  "ended_at": "2026-05-19T16:10:21.885009+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n4_04c9ab2b41ff71ac",
+    "problem_id": "v2p_n4_d270cd3d6a9286f6",
+    "dataset_id": "n4",
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "subgroup_size_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_104.",
+    "bindings": {
+      "group_col": "feature_104",
+      "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": 0.2,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/1",
+      "binding_index=14"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "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",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_04c9ab2b41ff71ac/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:17.630076+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": 3081.41, "started_at": "2026-05-19T16:10:14.547444+00:00", "ended_at": "2026-05-19T16:10:17.628885+00:00", "prompt_metrics": {"chars": 50541, "bytes_utf8": 50541, "lines": 1630, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-89a3-7a93-8a71-0d56cbbd79ee\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:10:21.884894+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": 3252.04, "started_at": "2026-05-19T16:10:18.631890+00:00", "ended_at": "2026-05-19T16:10:21.883962+00:00", "prompt_metrics": {"chars": 50541, "bytes_utf8": 50541, "lines": 1630, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-9986-7d22-8b65-47e67cc9c350\"}\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/n4/artifacts/v2q_n4_050f6eedb3a2a66e/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": "2026-05-19T16:15:25.702380+00:00",
+  "ended_at": "2026-05-19T16:15:32.227141+00:00",
+  "elapsed_ms": 6524.73,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 50948,
+    "bytes_utf8": 50948,
+    "lines": 1636,
+    "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/n4/artifacts/v2q_n4_050f6eedb3a2a66e/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": "2026-05-19T16:15:33.231815+00:00",
+  "ended_at": "2026-05-19T16:15:36.904912+00:00",
+  "elapsed_ms": 3673.05,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 50948,
+    "bytes_utf8": 50948,
+    "lines": 1636,
+    "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/n4/artifacts/v2q_n4_050f6eedb3a2a66e/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,1636 @@
+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: n4
+- dataset_name: Communities And Crime
+- table_name: n4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 127 feature columns and target `target`.
+- task_type: regression
+- target_column: target
+- main_row_count: 1994
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3.
+- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4.
+- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52.
+- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53.
+- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54.
+- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55.
+- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56.
+- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57.
+- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58.
+- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59.
+- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60.
+- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61.
+- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62.
+- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63.
+- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64.
+- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65.
+- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66.
+- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67.
+- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68.
+- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69.
+- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70.
+- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71.
+- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72.
+- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73.
+- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74.
+- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75.
+- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76.
+- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77.
+- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78.
+- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79.
+- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80.
+- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81.
+- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82.
+- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83.
+- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84.
+- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85.
+- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86.
+- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87.
+- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88.
+- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89.
+- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90.
+- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91.
+- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92.
+- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93.
+- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94.
+- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95.
+- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96.
+- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97.
+- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98.
+- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99.
+- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100.
+- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101.
+- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102.
+- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103.
+- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104.
+- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105.
+- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106.
+- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107.
+- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108.
+- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109.
+- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110.
+- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111.
+- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112.
+- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113.
+- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114.
+- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115.
+- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116.
+- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117.
+- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118.
+- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119.
+- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120.
+- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121.
+- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122.
+- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123.
+- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124.
+- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125.
+- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126.
+- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127.
+- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31']
+- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime
+
+SQLite schema snapshot:
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+      "feature_118": "",
+      "feature_119": "0.04",
+      "feature_120": "0.09",
+      "feature_121": "0.02",
+      "feature_122": "",
+      "feature_123": "",
+      "feature_124": "",
+      "feature_125": "",
+      "feature_126": "0",
+      "feature_127": "",
+      "target": "0.03"
+    }
+  ]
+}
+
+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": "n4",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_76, group_col_2=feature_117.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "feature_76",
+    "group_col_2": "feature_117",
+    "predicate_col": "feature_53",
+    "predicate_op": ">=",
+    "predicate_value": 0.72,
+    "top_k": 12,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.7,
+    "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/n4/artifacts/v2q_n4_050f6eedb3a2a66e/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,1636 @@
+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: n4
+- dataset_name: Communities And Crime
+- table_name: n4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 127 feature columns and target `target`.
+- task_type: regression
+- target_column: target
+- main_row_count: 1994
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3.
+- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4.
+- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52.
+- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53.
+- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54.
+- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55.
+- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56.
+- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57.
+- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58.
+- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59.
+- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60.
+- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61.
+- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62.
+- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63.
+- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64.
+- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65.
+- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66.
+- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67.
+- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68.
+- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69.
+- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70.
+- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71.
+- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72.
+- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73.
+- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74.
+- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75.
+- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76.
+- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77.
+- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78.
+- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79.
+- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80.
+- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81.
+- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82.
+- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83.
+- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84.
+- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85.
+- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86.
+- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87.
+- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88.
+- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89.
+- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90.
+- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91.
+- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92.
+- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93.
+- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94.
+- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95.
+- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96.
+- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97.
+- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98.
+- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99.
+- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100.
+- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101.
+- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102.
+- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103.
+- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104.
+- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105.
+- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106.
+- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107.
+- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108.
+- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109.
+- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110.
+- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111.
+- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112.
+- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113.
+- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114.
+- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115.
+- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116.
+- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117.
+- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118.
+- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119.
+- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120.
+- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121.
+- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122.
+- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123.
+- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124.
+- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125.
+- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126.
+- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127.
+- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31']
+- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime
+
+SQLite schema snapshot:
+{
+  "table_name": "n4",
+  "quoted_table_name": "\"n4\"",
+  "row_count": 1994,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
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+      "feature_119": "0.01",
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+      "feature_123": "",
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+      "feature_100": "0.64",
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+      "feature_103": "",
+      "feature_104": "",
+      "feature_105": "",
+      "feature_106": "",
+      "feature_107": "",
+      "feature_108": "",
+      "feature_109": "",
+      "feature_110": "",
+      "feature_111": "",
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+      "feature_114": "",
+      "feature_115": "",
+      "feature_116": "",
+      "feature_117": "",
+      "feature_118": "",
+      "feature_119": "0.02",
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+      "feature_123": "",
+      "feature_124": "",
+      "feature_125": "",
+      "feature_126": "0",
+      "feature_127": "",
+      "target": "0.12"
+    },
+    {
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+      "feature_2": "95",
+      "feature_3": "6096",
+      "feature_4": "Bethlehemtownship",
+      "feature_5": "1",
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+      "feature_98": "0.72",
+      "feature_99": "0.64",
+      "feature_100": "0.61",
+      "feature_101": "0.53",
+      "feature_102": "",
+      "feature_103": "",
+      "feature_104": "",
+      "feature_105": "",
+      "feature_106": "",
+      "feature_107": "",
+      "feature_108": "",
+      "feature_109": "",
+      "feature_110": "",
+      "feature_111": "",
+      "feature_112": "",
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+      "feature_114": "",
+      "feature_115": "",
+      "feature_116": "",
+      "feature_117": "",
+      "feature_118": "",
+      "feature_119": "0.04",
+      "feature_120": "0.09",
+      "feature_121": "0.02",
+      "feature_122": "",
+      "feature_123": "",
+      "feature_124": "",
+      "feature_125": "",
+      "feature_126": "0",
+      "feature_127": "",
+      "target": "0.03"
+    }
+  ]
+}
+
+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": "n4",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_76, group_col_2=feature_117.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "feature_76",
+    "group_col_2": "feature_117",
+    "predicate_col": "feature_53",
+    "predicate_op": ">=",
+    "predicate_value": 0.72,
+    "top_k": 12,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.7,
+    "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/n4/artifacts/v2q_n4_050f6eedb3a2a66e/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-4918-71f2-860d-d0a6a0f47fe7"}
+{"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/n4/artifacts/v2q_n4_050f6eedb3a2a66e/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-4918-71f2-860d-d0a6a0f47fe7"}
+{"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/n4/artifacts/v2q_n4_050f6eedb3a2a66e/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-6666-7351-af15-d4f138f01429"}
+{"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/n4/artifacts/v2q_n4_050f6eedb3a2a66e/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-6666-7351-af15-d4f138f01429"}
+{"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."}}