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Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/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": "2026-05-19T16:29:26.014471+00:00",
+  "ended_at": "2026-05-19T16:29:29.409281+00:00",
+  "elapsed_ms": 3394.76,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 27720,
+    "bytes_utf8": 27720,
+    "lines": 924,
+    "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/c13/artifacts/v2q_c13_016bce2ef735e157/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": "2026-05-19T16:29:30.413161+00:00",
+  "ended_at": "2026-05-19T16:29:34.618375+00:00",
+  "elapsed_ms": 4205.15,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 27720,
+    "bytes_utf8": 27720,
+    "lines": 924,
+    "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/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,924 @@
+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: c13
+- dataset_name: Us Census Data 1990
+- table_name: c13
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`.
+- task_type: classification
+- target_column: iClass
+- main_row_count: 2458285
+- important_fields:
+- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid.
+- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge.
+- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1.
+- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2.
+- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail.
+- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen.
+- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass.
+- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart.
+- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1.
+- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2.
+- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish.
+- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55.
+- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil.
+- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic.
+- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89.
+- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours.
+- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr.
+- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1.
+- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2.
+- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3.
+- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4.
+- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5.
+- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6.
+- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7.
+- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8.
+- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry.
+- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean.
+- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1.
+- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking.
+- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital.
+- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880.
+- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans.
+- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary.
+- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility.
+- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim.
+- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup.
+- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv.
+- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare.
+- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB.
+- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty.
+- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1.
+- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld.
+- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning.
+- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1.
+- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2.
+- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar.
+- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders.
+- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor.
+- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld.
+- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome.
+- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB.
+- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld.
+- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse.
+- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv.
+- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool.
+- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80.
+- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex.
+- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1.
+- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2.
+- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt.
+- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime.
+- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam.
+- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89.
+- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89.
+- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk.
+- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII.
+- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch.
+- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk.
+- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv.
+- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']]
+- fields_requiring_caution: ['iClass']
+- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990
+
+SQLite schema snapshot:
+{
+  "table_name": "c13",
+  "quoted_table_name": "\"c13\"",
+  "row_count": 2458285,
+  "columns": [
+    {
+      "name": "caseid",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAge",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iAvail",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iCitizen",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iClass",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dDepart",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iEnglish",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFeb55",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFertil",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHispanic",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHour89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHours",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iImmigr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIndustry",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iKorean",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLang1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLooking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMarital",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMay75880",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMeans",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMilitary",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobility",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobillim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dOccup",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iOthrserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iPerscare",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPoverty",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPwgt1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRagechld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRearning",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRemplpar",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRiders",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRlabor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRownchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRpincome",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRrelchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRspouse",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRvetserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSchool",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSept80",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSex",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iTmpabsnt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dTravtime",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iVietnam",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dWeek89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWork89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWorklwk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWWII",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearsch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearwrk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dYrsserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "caseid": "10000",
+      "dAge": "5",
+      "dAncstry1": "0",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "5",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "1",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "2",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "1",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "10",
+      "iKorean": "0",
+      "iLang1": "1",
+      "iLooking": "0",
+      "iMarital": "1",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "2",
+      "iMobillim": "2",
+      "dOccup": "3",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "3",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "3",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "3",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "3",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "5",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "11",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10001",
+      "dAge": "6",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "5",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "1",
+      "dHours": "1",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "1",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "2",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10002",
+      "dAge": "3",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "4",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "4",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "1",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "1",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "4",
+      "iMay75880": "0",
+      "iMeans": "10",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "4",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "2",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "6",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "2",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10003",
+      "dAge": "4",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "1",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "3",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "1",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "2",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "2",
+      "dRearning": "2",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "4",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "1",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10004",
+      "dAge": "7",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "0",
+      "dDepart": "0",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "0",
+      "dHours": "0",
+      "iImmigr": "0",
+      "dIncome1": "0",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "1",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "0",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "2",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "0",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "0",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "0",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "6",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "3",
+      "dTravtime": "0",
+      "iVietnam": "0",
+      "dWeek89": "0",
+      "iWork89": "2",
+      "iWorklwk": "2",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "6",
+      "dYrsserv": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "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;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c13",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=iCitizen, measure_col=dTravtime.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "iCitizen",
+    "measure_col": "dTravtime",
+    "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": 3.64,
+    "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 DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,924 @@
+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: c13
+- dataset_name: Us Census Data 1990
+- table_name: c13
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`.
+- task_type: classification
+- target_column: iClass
+- main_row_count: 2458285
+- important_fields:
+- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid.
+- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge.
+- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1.
+- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2.
+- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail.
+- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen.
+- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass.
+- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart.
+- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1.
+- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2.
+- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish.
+- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55.
+- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil.
+- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic.
+- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89.
+- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours.
+- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr.
+- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1.
+- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2.
+- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3.
+- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4.
+- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5.
+- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6.
+- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7.
+- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8.
+- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry.
+- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean.
+- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1.
+- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking.
+- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital.
+- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880.
+- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans.
+- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary.
+- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility.
+- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim.
+- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup.
+- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv.
+- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare.
+- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB.
+- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty.
+- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1.
+- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld.
+- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning.
+- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1.
+- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2.
+- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar.
+- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders.
+- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor.
+- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld.
+- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome.
+- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB.
+- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld.
+- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse.
+- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv.
+- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool.
+- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80.
+- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex.
+- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1.
+- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2.
+- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt.
+- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime.
+- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam.
+- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89.
+- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89.
+- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk.
+- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII.
+- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch.
+- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk.
+- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv.
+- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']]
+- fields_requiring_caution: ['iClass']
+- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990
+
+SQLite schema snapshot:
+{
+  "table_name": "c13",
+  "quoted_table_name": "\"c13\"",
+  "row_count": 2458285,
+  "columns": [
+    {
+      "name": "caseid",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAge",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iAvail",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iCitizen",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iClass",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dDepart",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iEnglish",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFeb55",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFertil",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHispanic",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHour89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHours",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iImmigr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIndustry",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iKorean",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLang1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLooking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMarital",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMay75880",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMeans",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMilitary",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobility",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobillim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dOccup",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iOthrserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iPerscare",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPoverty",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPwgt1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRagechld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRearning",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRemplpar",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRiders",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRlabor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRownchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRpincome",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRrelchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRspouse",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRvetserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSchool",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSept80",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSex",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iTmpabsnt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dTravtime",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iVietnam",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dWeek89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWork89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWorklwk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWWII",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearsch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearwrk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dYrsserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "caseid": "10000",
+      "dAge": "5",
+      "dAncstry1": "0",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "5",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "1",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "2",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "1",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "10",
+      "iKorean": "0",
+      "iLang1": "1",
+      "iLooking": "0",
+      "iMarital": "1",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "2",
+      "iMobillim": "2",
+      "dOccup": "3",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "3",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "3",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "3",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "3",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "5",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "11",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10001",
+      "dAge": "6",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "5",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "1",
+      "dHours": "1",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "1",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "2",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10002",
+      "dAge": "3",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "4",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "4",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "1",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "1",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "4",
+      "iMay75880": "0",
+      "iMeans": "10",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "4",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "2",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "6",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "2",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10003",
+      "dAge": "4",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "1",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "3",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "1",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "2",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "2",
+      "dRearning": "2",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "4",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "1",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10004",
+      "dAge": "7",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "0",
+      "dDepart": "0",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "0",
+      "dHours": "0",
+      "iImmigr": "0",
+      "dIncome1": "0",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "1",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "0",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "2",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "0",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "0",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "0",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "6",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "3",
+      "dTravtime": "0",
+      "iVietnam": "0",
+      "dWeek89": "0",
+      "iWork89": "2",
+      "iWorklwk": "2",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "6",
+      "dYrsserv": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "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;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c13",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=iCitizen, measure_col=dTravtime.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "iCitizen",
+    "measure_col": "dTravtime",
+    "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": 3.64,
+    "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 DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-1be2-79c0-89b0-481783af5e68"}
+{"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/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-1be2-79c0-89b0-481783af5e68"}
+{"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/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-2d39-7f42-a6b3-d9f8d90eed24"}
+{"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/c13/artifacts/v2q_c13_016bce2ef735e157/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-2d39-7f42-a6b3-d9f8d90eed24"}
+{"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/c13/artifacts/v2q_c13_075f54ae7106fb9a/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": "2026-05-19T16:27:35.808460+00:00",
+  "ended_at": "2026-05-19T16:27:39.841414+00:00",
+  "elapsed_ms": 4032.89,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 27713,
+    "bytes_utf8": 27713,
+    "lines": 924,
+    "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/c13/artifacts/v2q_c13_075f54ae7106fb9a/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": "2026-05-19T16:27:40.844353+00:00",
+  "ended_at": "2026-05-19T16:27:43.977590+00:00",
+  "elapsed_ms": 3133.18,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 27713,
+    "bytes_utf8": 27713,
+    "lines": 924,
+    "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/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,924 @@
+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: c13
+- dataset_name: Us Census Data 1990
+- table_name: c13
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`.
+- task_type: classification
+- target_column: iClass
+- main_row_count: 2458285
+- important_fields:
+- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid.
+- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge.
+- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1.
+- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2.
+- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail.
+- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen.
+- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass.
+- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart.
+- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1.
+- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2.
+- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish.
+- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55.
+- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil.
+- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic.
+- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89.
+- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours.
+- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr.
+- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1.
+- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2.
+- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3.
+- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4.
+- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5.
+- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6.
+- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7.
+- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8.
+- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry.
+- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean.
+- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1.
+- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking.
+- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital.
+- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880.
+- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans.
+- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary.
+- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility.
+- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim.
+- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup.
+- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv.
+- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare.
+- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB.
+- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty.
+- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1.
+- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld.
+- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning.
+- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1.
+- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2.
+- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar.
+- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders.
+- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor.
+- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld.
+- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome.
+- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB.
+- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld.
+- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse.
+- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv.
+- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool.
+- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80.
+- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex.
+- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1.
+- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2.
+- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt.
+- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime.
+- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam.
+- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89.
+- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89.
+- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk.
+- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII.
+- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch.
+- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk.
+- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv.
+- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']]
+- fields_requiring_caution: ['iClass']
+- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990
+
+SQLite schema snapshot:
+{
+  "table_name": "c13",
+  "quoted_table_name": "\"c13\"",
+  "row_count": 2458285,
+  "columns": [
+    {
+      "name": "caseid",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAge",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iAvail",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iCitizen",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iClass",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dDepart",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iEnglish",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFeb55",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFertil",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHispanic",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHour89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHours",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iImmigr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIndustry",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iKorean",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLang1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLooking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMarital",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMay75880",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMeans",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMilitary",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobility",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobillim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dOccup",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iOthrserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iPerscare",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPoverty",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPwgt1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRagechld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRearning",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRemplpar",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRiders",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRlabor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRownchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRpincome",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRrelchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRspouse",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRvetserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSchool",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSept80",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSex",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iTmpabsnt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dTravtime",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iVietnam",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dWeek89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWork89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWorklwk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWWII",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearsch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearwrk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dYrsserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "caseid": "10000",
+      "dAge": "5",
+      "dAncstry1": "0",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "5",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "1",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "2",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "1",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "10",
+      "iKorean": "0",
+      "iLang1": "1",
+      "iLooking": "0",
+      "iMarital": "1",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "2",
+      "iMobillim": "2",
+      "dOccup": "3",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "3",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "3",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "3",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "3",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "5",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "11",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10001",
+      "dAge": "6",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "5",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "1",
+      "dHours": "1",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "1",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "2",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10002",
+      "dAge": "3",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "4",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "4",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "1",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "1",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "4",
+      "iMay75880": "0",
+      "iMeans": "10",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "4",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "2",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "6",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "2",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10003",
+      "dAge": "4",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "1",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "3",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "1",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "2",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "2",
+      "dRearning": "2",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "4",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "1",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10004",
+      "dAge": "7",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "0",
+      "dDepart": "0",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "0",
+      "dHours": "0",
+      "iImmigr": "0",
+      "dIncome1": "0",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "1",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "0",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "2",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "0",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "0",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "0",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "6",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "3",
+      "dTravtime": "0",
+      "iVietnam": "0",
+      "dWeek89": "0",
+      "iWork89": "2",
+      "iWorklwk": "2",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "6",
+      "dYrsserv": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "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;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c13",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=iYearwrk, measure_col=iRPOB.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "iYearwrk",
+    "measure_col": "iRPOB",
+    "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": 24.0,
+    "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 DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,924 @@
+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: c13
+- dataset_name: Us Census Data 1990
+- table_name: c13
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`.
+- task_type: classification
+- target_column: iClass
+- main_row_count: 2458285
+- important_fields:
+- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid.
+- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge.
+- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1.
+- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2.
+- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail.
+- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen.
+- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass.
+- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart.
+- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1.
+- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2.
+- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish.
+- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55.
+- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil.
+- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic.
+- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89.
+- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours.
+- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr.
+- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1.
+- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2.
+- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3.
+- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4.
+- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5.
+- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6.
+- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7.
+- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8.
+- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry.
+- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean.
+- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1.
+- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking.
+- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital.
+- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880.
+- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans.
+- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary.
+- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility.
+- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim.
+- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup.
+- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv.
+- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare.
+- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB.
+- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty.
+- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1.
+- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld.
+- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning.
+- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1.
+- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2.
+- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar.
+- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders.
+- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor.
+- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld.
+- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome.
+- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB.
+- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld.
+- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse.
+- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv.
+- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool.
+- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80.
+- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex.
+- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1.
+- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2.
+- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt.
+- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime.
+- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam.
+- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89.
+- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89.
+- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk.
+- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII.
+- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch.
+- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk.
+- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv.
+- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']]
+- fields_requiring_caution: ['iClass']
+- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990
+
+SQLite schema snapshot:
+{
+  "table_name": "c13",
+  "quoted_table_name": "\"c13\"",
+  "row_count": 2458285,
+  "columns": [
+    {
+      "name": "caseid",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAge",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iAvail",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iCitizen",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iClass",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dDepart",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iEnglish",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFeb55",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFertil",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHispanic",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHour89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHours",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iImmigr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIndustry",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iKorean",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLang1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLooking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMarital",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMay75880",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMeans",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMilitary",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobility",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobillim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dOccup",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iOthrserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iPerscare",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPoverty",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPwgt1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRagechld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRearning",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRemplpar",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRiders",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRlabor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRownchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRpincome",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRrelchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRspouse",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRvetserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSchool",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSept80",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSex",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iTmpabsnt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dTravtime",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iVietnam",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dWeek89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWork89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWorklwk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWWII",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearsch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearwrk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dYrsserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "caseid": "10000",
+      "dAge": "5",
+      "dAncstry1": "0",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "5",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "1",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "2",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "1",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "10",
+      "iKorean": "0",
+      "iLang1": "1",
+      "iLooking": "0",
+      "iMarital": "1",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "2",
+      "iMobillim": "2",
+      "dOccup": "3",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "3",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "3",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "3",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "3",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "5",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "11",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10001",
+      "dAge": "6",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "5",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "1",
+      "dHours": "1",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "1",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "2",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10002",
+      "dAge": "3",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "4",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "4",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "1",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "1",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "4",
+      "iMay75880": "0",
+      "iMeans": "10",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "4",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "2",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "6",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "2",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10003",
+      "dAge": "4",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "1",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "3",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "1",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "2",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "2",
+      "dRearning": "2",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "4",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "1",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10004",
+      "dAge": "7",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "0",
+      "dDepart": "0",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "0",
+      "dHours": "0",
+      "iImmigr": "0",
+      "dIncome1": "0",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "1",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "0",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "2",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "0",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "0",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "0",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "6",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "3",
+      "dTravtime": "0",
+      "iVietnam": "0",
+      "dWeek89": "0",
+      "iWork89": "2",
+      "iWorklwk": "2",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "6",
+      "dYrsserv": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "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;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c13",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=iYearwrk, measure_col=iRPOB.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "iYearwrk",
+    "measure_col": "iRPOB",
+    "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": 24.0,
+    "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 DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-6d73-76f2-8582-ded97b6c29cd"}
+{"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/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-6d73-76f2-8582-ded97b6c29cd"}
+{"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/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-8118-7591-bc74-97621f9395e8"}
+{"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/c13/artifacts/v2q_c13_075f54ae7106fb9a/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-8118-7591-bc74-97621f9395e8"}
+{"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/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/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": "2026-05-19T16:20:28.785132+00:00",
+  "ended_at": "2026-05-19T16:20:38.285050+00:00",
+  "elapsed_ms": 9499.88,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 27872,
+    "bytes_utf8": 27872,
+    "lines": 927,
+    "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/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/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": "2026-05-19T16:20:39.287334+00:00",
+  "ended_at": "2026-05-19T16:20:42.714118+00:00",
+  "elapsed_ms": 3426.75,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 27872,
+    "bytes_utf8": 27872,
+    "lines": 927,
+    "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/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,927 @@
+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: c13
+- dataset_name: Us Census Data 1990
+- table_name: c13
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`.
+- task_type: classification
+- target_column: iClass
+- main_row_count: 2458285
+- important_fields:
+- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid.
+- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge.
+- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1.
+- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2.
+- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail.
+- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen.
+- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass.
+- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart.
+- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1.
+- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2.
+- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish.
+- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55.
+- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil.
+- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic.
+- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89.
+- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours.
+- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr.
+- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1.
+- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2.
+- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3.
+- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4.
+- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5.
+- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6.
+- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7.
+- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8.
+- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry.
+- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean.
+- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1.
+- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking.
+- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital.
+- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880.
+- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans.
+- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary.
+- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility.
+- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim.
+- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup.
+- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv.
+- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare.
+- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB.
+- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty.
+- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1.
+- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld.
+- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning.
+- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1.
+- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2.
+- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar.
+- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders.
+- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor.
+- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld.
+- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome.
+- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB.
+- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld.
+- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse.
+- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv.
+- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool.
+- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80.
+- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex.
+- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1.
+- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2.
+- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt.
+- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime.
+- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam.
+- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89.
+- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89.
+- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk.
+- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII.
+- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch.
+- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk.
+- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv.
+- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']]
+- fields_requiring_caution: ['iClass']
+- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990
+
+SQLite schema snapshot:
+{
+  "table_name": "c13",
+  "quoted_table_name": "\"c13\"",
+  "row_count": 2458285,
+  "columns": [
+    {
+      "name": "caseid",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAge",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iAvail",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iCitizen",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iClass",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dDepart",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iEnglish",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFeb55",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFertil",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHispanic",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHour89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHours",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iImmigr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIndustry",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iKorean",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLang1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLooking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMarital",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMay75880",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMeans",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMilitary",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobility",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobillim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dOccup",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iOthrserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iPerscare",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPoverty",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPwgt1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRagechld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRearning",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRemplpar",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRiders",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRlabor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRownchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRpincome",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRrelchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRspouse",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRvetserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSchool",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSept80",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSex",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iTmpabsnt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dTravtime",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iVietnam",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dWeek89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWork89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWorklwk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWWII",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearsch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearwrk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dYrsserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "caseid": "10000",
+      "dAge": "5",
+      "dAncstry1": "0",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "5",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "1",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "2",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "1",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "10",
+      "iKorean": "0",
+      "iLang1": "1",
+      "iLooking": "0",
+      "iMarital": "1",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "2",
+      "iMobillim": "2",
+      "dOccup": "3",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "3",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "3",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "3",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "3",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "5",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "11",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10001",
+      "dAge": "6",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "5",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "1",
+      "dHours": "1",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "1",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "2",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10002",
+      "dAge": "3",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "4",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "4",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "1",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "1",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "4",
+      "iMay75880": "0",
+      "iMeans": "10",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "4",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "2",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "6",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "2",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10003",
+      "dAge": "4",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "1",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "3",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "1",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "2",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "2",
+      "dRearning": "2",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "4",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "1",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10004",
+      "dAge": "7",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "0",
+      "dDepart": "0",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "0",
+      "dHours": "0",
+      "iImmigr": "0",
+      "dIncome1": "0",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "1",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "0",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "2",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "0",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "0",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "0",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "6",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "3",
+      "dTravtime": "0",
+      "iVietnam": "0",
+      "dWeek89": "0",
+      "iWork89": "2",
+      "iWorklwk": "2",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "6",
+      "dYrsserv": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c13",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=iMay75880, condition_col=iTmpabsnt.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "iMay75880",
+    "condition_col": "iTmpabsnt",
+    "condition_value": "0",
+    "positive_value": "0",
+    "negative_value": "3",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1.5,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,927 @@
+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: c13
+- dataset_name: Us Census Data 1990
+- table_name: c13
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`.
+- task_type: classification
+- target_column: iClass
+- main_row_count: 2458285
+- important_fields:
+- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid.
+- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge.
+- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1.
+- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2.
+- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail.
+- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen.
+- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass.
+- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart.
+- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1.
+- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2.
+- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish.
+- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55.
+- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil.
+- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic.
+- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89.
+- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours.
+- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr.
+- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1.
+- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2.
+- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3.
+- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4.
+- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5.
+- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6.
+- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7.
+- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8.
+- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry.
+- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean.
+- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1.
+- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking.
+- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital.
+- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880.
+- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans.
+- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary.
+- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility.
+- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim.
+- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup.
+- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv.
+- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare.
+- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB.
+- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty.
+- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1.
+- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld.
+- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning.
+- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1.
+- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2.
+- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar.
+- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders.
+- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor.
+- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld.
+- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome.
+- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB.
+- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld.
+- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse.
+- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv.
+- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool.
+- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80.
+- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex.
+- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1.
+- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2.
+- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt.
+- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime.
+- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam.
+- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89.
+- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89.
+- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk.
+- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII.
+- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch.
+- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk.
+- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv.
+- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']]
+- fields_requiring_caution: ['iClass']
+- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990
+
+SQLite schema snapshot:
+{
+  "table_name": "c13",
+  "quoted_table_name": "\"c13\"",
+  "row_count": 2458285,
+  "columns": [
+    {
+      "name": "caseid",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAge",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iAvail",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iCitizen",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iClass",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dDepart",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iEnglish",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFeb55",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFertil",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHispanic",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHour89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHours",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iImmigr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIndustry",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iKorean",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLang1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLooking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMarital",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMay75880",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMeans",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMilitary",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobility",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobillim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dOccup",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iOthrserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iPerscare",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPoverty",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPwgt1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRagechld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRearning",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRemplpar",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRiders",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRlabor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRownchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRpincome",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRrelchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRspouse",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRvetserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSchool",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSept80",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSex",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iTmpabsnt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dTravtime",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iVietnam",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dWeek89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWork89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWorklwk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWWII",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearsch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearwrk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dYrsserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "caseid": "10000",
+      "dAge": "5",
+      "dAncstry1": "0",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "5",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "1",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "2",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "1",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "10",
+      "iKorean": "0",
+      "iLang1": "1",
+      "iLooking": "0",
+      "iMarital": "1",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "2",
+      "iMobillim": "2",
+      "dOccup": "3",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "3",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "3",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "3",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "3",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "5",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "11",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10001",
+      "dAge": "6",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "5",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "1",
+      "dHours": "1",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "1",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "2",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10002",
+      "dAge": "3",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "4",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "4",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "1",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "1",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "4",
+      "iMay75880": "0",
+      "iMeans": "10",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "4",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "2",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "6",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "2",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10003",
+      "dAge": "4",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "1",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "3",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "1",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "2",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "2",
+      "dRearning": "2",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "4",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "1",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10004",
+      "dAge": "7",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "0",
+      "dDepart": "0",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "0",
+      "dHours": "0",
+      "iImmigr": "0",
+      "dIncome1": "0",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "1",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "0",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "2",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "0",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "0",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "0",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "6",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "3",
+      "dTravtime": "0",
+      "iVietnam": "0",
+      "dWeek89": "0",
+      "iWork89": "2",
+      "iWorklwk": "2",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "6",
+      "dYrsserv": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c13",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=iMay75880, condition_col=iTmpabsnt.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "iMay75880",
+    "condition_col": "iTmpabsnt",
+    "condition_value": "0",
+    "positive_value": "0",
+    "negative_value": "3",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1.5,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_1.raw.txt

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Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_1.txt

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

Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_2.raw.txt

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+{"type":"thread.started","thread_id":"019e410a-121a-7172-bbfe-28339e243022"}
+{"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/c13/artifacts/v2q_c13_07c4d9e1c5e3d207/cli/sql_response_attempt_2.txt

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+{"type":"thread.started","thread_id":"019e410a-121a-7172-bbfe-28339e243022"}
+{"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/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_attempt_1.metadata.json

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+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:18:36.904978+00:00",
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+  },
+  "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/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_attempt_2.metadata.json

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+  "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 -",
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+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_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/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,924 @@
+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: c13
+- dataset_name: Us Census Data 1990
+- table_name: c13
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`.
+- task_type: classification
+- target_column: iClass
+- main_row_count: 2458285
+- important_fields:
+- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid.
+- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge.
+- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1.
+- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2.
+- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail.
+- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen.
+- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass.
+- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart.
+- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1.
+- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2.
+- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish.
+- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55.
+- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil.
+- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic.
+- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89.
+- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours.
+- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr.
+- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1.
+- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2.
+- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3.
+- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4.
+- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5.
+- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6.
+- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7.
+- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8.
+- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry.
+- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean.
+- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1.
+- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking.
+- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital.
+- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880.
+- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans.
+- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary.
+- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility.
+- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim.
+- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup.
+- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv.
+- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare.
+- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB.
+- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty.
+- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1.
+- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld.
+- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning.
+- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1.
+- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2.
+- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar.
+- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders.
+- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor.
+- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld.
+- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome.
+- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB.
+- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld.
+- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse.
+- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv.
+- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool.
+- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80.
+- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex.
+- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1.
+- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2.
+- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt.
+- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime.
+- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam.
+- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89.
+- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89.
+- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk.
+- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII.
+- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch.
+- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk.
+- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv.
+- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']]
+- fields_requiring_caution: ['iClass']
+- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990
+
+SQLite schema snapshot:
+{
+  "table_name": "c13",
+  "quoted_table_name": "\"c13\"",
+  "row_count": 2458285,
+  "columns": [
+    {
+      "name": "caseid",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAge",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iAvail",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iCitizen",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iClass",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dDepart",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iEnglish",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFeb55",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFertil",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHispanic",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHour89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHours",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iImmigr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIndustry",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iKorean",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLang1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLooking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMarital",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMay75880",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMeans",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMilitary",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobility",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobillim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dOccup",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iOthrserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iPerscare",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPoverty",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPwgt1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRagechld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRearning",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRemplpar",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRiders",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRlabor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRownchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRpincome",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRrelchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRspouse",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRvetserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSchool",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSept80",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSex",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iTmpabsnt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dTravtime",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iVietnam",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dWeek89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWork89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWorklwk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWWII",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearsch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearwrk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dYrsserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "caseid": "10000",
+      "dAge": "5",
+      "dAncstry1": "0",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "5",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "1",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "2",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "1",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "10",
+      "iKorean": "0",
+      "iLang1": "1",
+      "iLooking": "0",
+      "iMarital": "1",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "2",
+      "iMobillim": "2",
+      "dOccup": "3",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "3",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "3",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "3",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "3",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "5",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "11",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10001",
+      "dAge": "6",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "5",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "1",
+      "dHours": "1",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "1",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "2",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10002",
+      "dAge": "3",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "4",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "4",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "1",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "1",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "4",
+      "iMay75880": "0",
+      "iMeans": "10",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "4",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "2",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "6",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "2",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10003",
+      "dAge": "4",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "1",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "3",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "1",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "2",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "2",
+      "dRearning": "2",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "4",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "1",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10004",
+      "dAge": "7",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "0",
+      "dDepart": "0",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "0",
+      "dHours": "0",
+      "iImmigr": "0",
+      "dIncome1": "0",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "1",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "0",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "2",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "0",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "0",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "0",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "6",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "3",
+      "dTravtime": "0",
+      "iVietnam": "0",
+      "dWeek89": "0",
+      "iWork89": "2",
+      "iWorklwk": "2",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "6",
+      "dYrsserv": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c13",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dIncome5, measure_col=iSchool.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "dIncome5",
+    "measure_col": "iSchool",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 1.98,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,924 @@
+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: c13
+- dataset_name: Us Census Data 1990
+- table_name: c13
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`.
+- task_type: classification
+- target_column: iClass
+- main_row_count: 2458285
+- important_fields:
+- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid.
+- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge.
+- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1.
+- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2.
+- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail.
+- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen.
+- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass.
+- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart.
+- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1.
+- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2.
+- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish.
+- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55.
+- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil.
+- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic.
+- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89.
+- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours.
+- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr.
+- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1.
+- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2.
+- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3.
+- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4.
+- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5.
+- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6.
+- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7.
+- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8.
+- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry.
+- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean.
+- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1.
+- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking.
+- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital.
+- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880.
+- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans.
+- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary.
+- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility.
+- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim.
+- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup.
+- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv.
+- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare.
+- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB.
+- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty.
+- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1.
+- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld.
+- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning.
+- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1.
+- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2.
+- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar.
+- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders.
+- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor.
+- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld.
+- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome.
+- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB.
+- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld.
+- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse.
+- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv.
+- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool.
+- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80.
+- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex.
+- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1.
+- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2.
+- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt.
+- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime.
+- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam.
+- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89.
+- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89.
+- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk.
+- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII.
+- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch.
+- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk.
+- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv.
+- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']]
+- fields_requiring_caution: ['iClass']
+- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990
+
+SQLite schema snapshot:
+{
+  "table_name": "c13",
+  "quoted_table_name": "\"c13\"",
+  "row_count": 2458285,
+  "columns": [
+    {
+      "name": "caseid",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAge",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iAvail",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iCitizen",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iClass",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dDepart",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iEnglish",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFeb55",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFertil",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHispanic",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHour89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHours",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iImmigr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIndustry",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iKorean",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLang1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLooking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMarital",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMay75880",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMeans",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMilitary",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobility",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobillim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dOccup",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iOthrserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iPerscare",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPoverty",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPwgt1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRagechld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRearning",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRemplpar",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRiders",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRlabor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRownchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRpincome",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRrelchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRspouse",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRvetserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSchool",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSept80",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSex",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iTmpabsnt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dTravtime",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iVietnam",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dWeek89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWork89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWorklwk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWWII",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearsch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearwrk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dYrsserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "caseid": "10000",
+      "dAge": "5",
+      "dAncstry1": "0",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "5",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "1",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "2",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "1",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "10",
+      "iKorean": "0",
+      "iLang1": "1",
+      "iLooking": "0",
+      "iMarital": "1",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "2",
+      "iMobillim": "2",
+      "dOccup": "3",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "3",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "3",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "3",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "3",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "5",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "11",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10001",
+      "dAge": "6",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "5",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "1",
+      "dHours": "1",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "1",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "2",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10002",
+      "dAge": "3",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "4",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "4",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "1",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "1",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "4",
+      "iMay75880": "0",
+      "iMeans": "10",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "4",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "2",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "6",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "2",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10003",
+      "dAge": "4",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "1",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "3",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "1",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "2",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "2",
+      "dRearning": "2",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "4",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "1",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10004",
+      "dAge": "7",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "0",
+      "dDepart": "0",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "0",
+      "dHours": "0",
+      "iImmigr": "0",
+      "dIncome1": "0",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "1",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "0",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "2",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "0",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "0",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "0",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "6",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "3",
+      "dTravtime": "0",
+      "iVietnam": "0",
+      "dWeek89": "0",
+      "iWork89": "2",
+      "iWorklwk": "2",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "6",
+      "dYrsserv": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c13",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=dIncome5, measure_col=iSchool.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "dIncome5",
+    "measure_col": "iSchool",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 1.98,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-33e4-7a81-8288-6961f398cf32"}
+{"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/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-33e4-7a81-8288-6961f398cf32"}
+{"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/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-42ac-73b3-aa6f-733bae5328e3"}
+{"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/c13/artifacts/v2q_c13_091497dcb3d0434a/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-42ac-73b3-aa6f-733bae5328e3"}
+{"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/c13/artifacts/v2q_c13_096effcef7b87b25/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": "2026-05-19T16:12:54.472566+00:00",
+  "ended_at": "2026-05-19T16:12:57.394797+00:00",
+  "elapsed_ms": 2922.2,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 27929,
+    "bytes_utf8": 27929,
+    "lines": 928,
+    "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/c13/artifacts/v2q_c13_096effcef7b87b25/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": "2026-05-19T16:12:58.396921+00:00",
+  "ended_at": "2026-05-19T16:13:01.494694+00:00",
+  "elapsed_ms": 3097.74,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 27929,
+    "bytes_utf8": 27929,
+    "lines": 928,
+    "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/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,928 @@
+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: c13
+- dataset_name: Us Census Data 1990
+- table_name: c13
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`.
+- task_type: classification
+- target_column: iClass
+- main_row_count: 2458285
+- important_fields:
+- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid.
+- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge.
+- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1.
+- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2.
+- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail.
+- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen.
+- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass.
+- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart.
+- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1.
+- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2.
+- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish.
+- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55.
+- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil.
+- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic.
+- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89.
+- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours.
+- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr.
+- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1.
+- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2.
+- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3.
+- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4.
+- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5.
+- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6.
+- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7.
+- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8.
+- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry.
+- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean.
+- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1.
+- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking.
+- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital.
+- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880.
+- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans.
+- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary.
+- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility.
+- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim.
+- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup.
+- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv.
+- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare.
+- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB.
+- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty.
+- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1.
+- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld.
+- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning.
+- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1.
+- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2.
+- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar.
+- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders.
+- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor.
+- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld.
+- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome.
+- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB.
+- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld.
+- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse.
+- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv.
+- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool.
+- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80.
+- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex.
+- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1.
+- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2.
+- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt.
+- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime.
+- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam.
+- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89.
+- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89.
+- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk.
+- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII.
+- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch.
+- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk.
+- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv.
+- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']]
+- fields_requiring_caution: ['iClass']
+- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990
+
+SQLite schema snapshot:
+{
+  "table_name": "c13",
+  "quoted_table_name": "\"c13\"",
+  "row_count": 2458285,
+  "columns": [
+    {
+      "name": "caseid",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAge",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iAvail",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iCitizen",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iClass",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dDepart",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iEnglish",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFeb55",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFertil",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHispanic",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHour89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHours",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iImmigr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIndustry",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iKorean",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLang1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLooking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMarital",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMay75880",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMeans",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMilitary",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobility",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobillim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dOccup",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iOthrserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iPerscare",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPoverty",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPwgt1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRagechld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRearning",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRemplpar",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRiders",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRlabor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRownchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRpincome",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRrelchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRspouse",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRvetserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSchool",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSept80",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSex",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iTmpabsnt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dTravtime",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iVietnam",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dWeek89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWork89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWorklwk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWWII",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearsch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearwrk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dYrsserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "caseid": "10000",
+      "dAge": "5",
+      "dAncstry1": "0",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "5",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "1",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "2",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "1",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "10",
+      "iKorean": "0",
+      "iLang1": "1",
+      "iLooking": "0",
+      "iMarital": "1",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "2",
+      "iMobillim": "2",
+      "dOccup": "3",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "3",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "3",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "3",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "3",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "5",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "11",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10001",
+      "dAge": "6",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "5",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "1",
+      "dHours": "1",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "1",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "2",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10002",
+      "dAge": "3",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "4",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "4",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "1",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "1",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "4",
+      "iMay75880": "0",
+      "iMeans": "10",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "4",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "2",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "6",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "2",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10003",
+      "dAge": "4",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "1",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "3",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "1",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "2",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "2",
+      "dRearning": "2",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "4",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "1",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10004",
+      "dAge": "7",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "0",
+      "dDepart": "0",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "0",
+      "dHours": "0",
+      "iImmigr": "0",
+      "dIncome1": "0",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "1",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "0",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "2",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "0",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "0",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "0",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "6",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "3",
+      "dTravtime": "0",
+      "iVietnam": "0",
+      "dWeek89": "0",
+      "iWork89": "2",
+      "iWorklwk": "2",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "6",
+      "dYrsserv": "0"
+    }
+  ]
+}
+
+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": "c13",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=dAge, group_col_2=iSubfam2.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "dAge",
+    "group_col_2": "iSubfam2",
+    "predicate_col": "iSex",
+    "predicate_op": "=",
+    "predicate_value": "0",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1.5,
+    "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/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,928 @@
+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: c13
+- dataset_name: Us Census Data 1990
+- table_name: c13
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 68 feature columns and target `iClass`.
+- task_type: classification
+- target_column: iClass
+- main_row_count: 2458285
+- important_fields:
+- caseid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for caseid.
+- dAge: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAge.
+- dAncstry1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry1.
+- dAncstry2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dAncstry2.
+- iAvail: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iAvail.
+- iCitizen: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iCitizen.
+- iClass: role=target, type=categorical_ordinal_target. ordered=['0', '1', '4', '6', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for iClass.
+- dDepart: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dDepart.
+- iDisabl1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl1.
+- iDisabl2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iDisabl2.
+- iEnglish: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iEnglish.
+- iFeb55: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iFeb55.
+- iFertil: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iFertil.
+- dHispanic: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHispanic.
+- dHour89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHour89.
+- dHours: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dHours.
+- iImmigr: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iImmigr.
+- dIncome1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIncome1.
+- dIncome2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome2.
+- dIncome3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome3.
+- dIncome4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome4.
+- dIncome5: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome5.
+- dIncome6: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome6.
+- dIncome7: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome7.
+- dIncome8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dIncome8.
+- dIndustry: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dIndustry.
+- iKorean: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iKorean.
+- iLang1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLang1.
+- iLooking: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iLooking.
+- iMarital: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMarital.
+- iMay75880: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iMay75880.
+- iMeans: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMeans.
+- iMilitary: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMilitary.
+- iMobility: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobility.
+- iMobillim: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iMobillim.
+- dOccup: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dOccup.
+- iOthrserv: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iOthrserv.
+- iPerscare: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iPerscare.
+- dPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPOB.
+- dPoverty: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPoverty.
+- dPwgt1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dPwgt1.
+- iRagechld: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRagechld.
+- dRearning: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRearning.
+- iRelat1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRelat1.
+- iRelat2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRelat2.
+- iRemplpar: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRemplpar.
+- iRiders: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRiders.
+- iRlabor: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRlabor.
+- iRownchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRownchld.
+- dRpincome: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dRpincome.
+- iRPOB: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRPOB.
+- iRrelchld: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iRrelchld.
+- iRspouse: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRspouse.
+- iRvetserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iRvetserv.
+- iSchool: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSchool.
+- iSept80: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSept80.
+- iSex: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSex.
+- iSubfam1: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iSubfam1.
+- iSubfam2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iSubfam2.
+- iTmpabsnt: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iTmpabsnt.
+- dTravtime: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dTravtime.
+- iVietnam: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iVietnam.
+- dWeek89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dWeek89.
+- iWork89: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWork89.
+- iWorklwk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iWorklwk.
+- iWWII: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for iWWII.
+- iYearsch: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearsch.
+- iYearwrk: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for iYearwrk.
+- dYrsserv: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for dYrsserv.
+- useful_field_combinations: [['dAge', 'dAncstry1', 'iClass'], ['dAge', 'dAge', 'iClass']]
+- fields_requiring_caution: ['iClass']
+- source_url: https://archive.ics.uci.edu/dataset/116/us+census+data+1990
+
+SQLite schema snapshot:
+{
+  "table_name": "c13",
+  "quoted_table_name": "\"c13\"",
+  "row_count": 2458285,
+  "columns": [
+    {
+      "name": "caseid",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAge",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dAncstry2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iAvail",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iCitizen",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iClass",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dDepart",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iDisabl2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iEnglish",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFeb55",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iFertil",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHispanic",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHour89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dHours",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iImmigr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIncome8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dIndustry",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iKorean",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLang1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iLooking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMarital",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMay75880",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMeans",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMilitary",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobility",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iMobillim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dOccup",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iOthrserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iPerscare",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPoverty",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dPwgt1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRagechld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRearning",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRelat2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRemplpar",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRiders",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRlabor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRownchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dRpincome",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRPOB",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRrelchld",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRspouse",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iRvetserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSchool",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSept80",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSex",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iSubfam2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iTmpabsnt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dTravtime",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iVietnam",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dWeek89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWork89",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWorklwk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iWWII",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearsch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "iYearwrk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dYrsserv",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "caseid": "10000",
+      "dAge": "5",
+      "dAncstry1": "0",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "5",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "1",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "2",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "1",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "10",
+      "iKorean": "0",
+      "iLang1": "1",
+      "iLooking": "0",
+      "iMarital": "1",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "2",
+      "iMobillim": "2",
+      "dOccup": "3",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "3",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "3",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "3",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "3",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "5",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "11",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10001",
+      "dAge": "6",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "5",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "1",
+      "dHours": "1",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "1",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "2",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10002",
+      "dAge": "3",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "7",
+      "dDepart": "4",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "1",
+      "dHispanic": "0",
+      "dHour89": "4",
+      "dHours": "4",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "1",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "1",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "4",
+      "iMay75880": "0",
+      "iMeans": "10",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "4",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "2",
+      "iRelat1": "2",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "6",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "2",
+      "iVietnam": "0",
+      "dWeek89": "2",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10003",
+      "dAge": "4",
+      "dAncstry1": "1",
+      "dAncstry2": "2",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "1",
+      "dDepart": "3",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "3",
+      "dHours": "3",
+      "iImmigr": "0",
+      "dIncome1": "1",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "0",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "1",
+      "dIndustry": "4",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "0",
+      "iMarital": "2",
+      "iMay75880": "0",
+      "iMeans": "1",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "2",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "2",
+      "dRearning": "2",
+      "iRelat1": "0",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "1",
+      "iRlabor": "1",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "10",
+      "iRrelchld": "0",
+      "iRspouse": "4",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "0",
+      "dTravtime": "1",
+      "iVietnam": "0",
+      "dWeek89": "1",
+      "iWork89": "1",
+      "iWorklwk": "1",
+      "iWWII": "0",
+      "iYearsch": "10",
+      "iYearwrk": "1",
+      "dYrsserv": "0"
+    },
+    {
+      "caseid": "10004",
+      "dAge": "7",
+      "dAncstry1": "1",
+      "dAncstry2": "1",
+      "iAvail": "0",
+      "iCitizen": "0",
+      "iClass": "0",
+      "dDepart": "0",
+      "iDisabl1": "2",
+      "iDisabl2": "2",
+      "iEnglish": "0",
+      "iFeb55": "0",
+      "iFertil": "3",
+      "dHispanic": "0",
+      "dHour89": "0",
+      "dHours": "0",
+      "iImmigr": "0",
+      "dIncome1": "0",
+      "dIncome2": "0",
+      "dIncome3": "0",
+      "dIncome4": "0",
+      "dIncome5": "1",
+      "dIncome6": "0",
+      "dIncome7": "0",
+      "dIncome8": "0",
+      "dIndustry": "0",
+      "iKorean": "0",
+      "iLang1": "2",
+      "iLooking": "2",
+      "iMarital": "0",
+      "iMay75880": "0",
+      "iMeans": "0",
+      "iMilitary": "4",
+      "iMobility": "1",
+      "iMobillim": "2",
+      "dOccup": "0",
+      "iOthrserv": "0",
+      "iPerscare": "2",
+      "dPOB": "0",
+      "dPoverty": "2",
+      "dPwgt1": "1",
+      "iRagechld": "4",
+      "dRearning": "0",
+      "iRelat1": "1",
+      "iRelat2": "0",
+      "iRemplpar": "0",
+      "iRiders": "0",
+      "iRlabor": "6",
+      "iRownchld": "0",
+      "dRpincome": "2",
+      "iRPOB": "22",
+      "iRrelchld": "0",
+      "iRspouse": "1",
+      "iRvetserv": "0",
+      "iSchool": "1",
+      "iSept80": "0",
+      "iSex": "1",
+      "iSubfam1": "0",
+      "iSubfam2": "0",
+      "iTmpabsnt": "3",
+      "dTravtime": "0",
+      "iVietnam": "0",
+      "dWeek89": "0",
+      "iWork89": "2",
+      "iWorklwk": "2",
+      "iWWII": "0",
+      "iYearsch": "5",
+      "iYearwrk": "6",
+      "dYrsserv": "0"
+    }
+  ]
+}
+
+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": "c13",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=dAge, group_col_2=iSubfam2.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "dAge",
+    "group_col_2": "iSubfam2",
+    "predicate_col": "iSex",
+    "predicate_op": "=",
+    "predicate_value": "0",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1.5,
+    "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/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-fa70-7190-89d4-29ef97f137a1"}
+{"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/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-fa70-7190-89d4-29ef97f137a1"}
+{"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/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-09a4-70f2-af2b-953d530e69ce"}
+{"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/c13/artifacts/v2q_c13_096effcef7b87b25/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-09a4-70f2-af2b-953d530e69ce"}
+{"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."}}