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Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/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": "2026-05-19T16:10:08.299564+00:00",
+  "ended_at": "2026-05-19T16:10:11.501451+00:00",
+  "elapsed_ms": 3201.86,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23811,
+    "bytes_utf8": 23811,
+    "lines": 720,
+    "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_f/n14/artifacts/v2q_n14_01e90c519e7d526c/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": "2026-05-19T16:10:12.503396+00:00",
+  "ended_at": "2026-05-19T16:10:15.734113+00:00",
+  "elapsed_ms": 3230.69,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23811,
+    "bytes_utf8": 23811,
+    "lines": 720,
+    "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_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,720 @@
+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: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=target, measure_col=feature_6.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "target",
+    "measure_col": "feature_6",
+    "top_k": 10,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.06004,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,720 @@
+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: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=target, measure_col=feature_6.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "target",
+    "measure_col": "feature_6",
+    "top_k": 10,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.06004,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-712e-7171-ad40-c3e24cb2d859"}
+{"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_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-712e-7171-ad40-c3e24cb2d859"}
+{"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_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-8187-7b52-a821-3f8afc721175"}
+{"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_f/n14/artifacts/v2q_n14_01e90c519e7d526c/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-8187-7b52-a821-3f8afc721175"}
+{"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_f/n14/artifacts/v2q_n14_0552b32d093a269e/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": "2026-05-19T16:31:05.161065+00:00",
+  "ended_at": "2026-05-19T16:31:09.092159+00:00",
+  "elapsed_ms": 3931.03,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23909,
+    "bytes_utf8": 23909,
+    "lines": 720,
+    "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_f/n14/artifacts/v2q_n14_0552b32d093a269e/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": "2026-05-19T16:31:10.096714+00:00",
+  "ended_at": "2026-05-19T16:31:13.195904+00:00",
+  "elapsed_ms": 3099.13,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23909,
+    "bytes_utf8": 23909,
+    "lines": 720,
+    "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_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,720 @@
+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: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+}
+
+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": "n14",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=feature_34, measure_col=feature_33.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_33",
+    "top_k": 19,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": -0.020807,
+    "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_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,720 @@
+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: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+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": "n14",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=feature_34, measure_col=feature_33.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_33",
+    "top_k": 19,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": -0.020807,
+    "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_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-9f4f-7373-943d-446aff096a99"}
+{"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_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-9f4f-7373-943d-446aff096a99"}
+{"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_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-b295-7a92-80f0-90911bac1d33"}
+{"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_f/n14/artifacts/v2q_n14_0552b32d093a269e/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-b295-7a92-80f0-90911bac1d33"}
+{"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_f/n14/artifacts/v2q_n14_05d37abdc9671e19/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": "2026-05-19T16:09:00.002182+00:00",
+  "ended_at": "2026-05-19T16:09:03.318805+00:00",
+  "elapsed_ms": 3316.59,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23822,
+    "bytes_utf8": 23822,
+    "lines": 720,
+    "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_f/n14/artifacts/v2q_n14_05d37abdc9671e19/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": "2026-05-19T16:09:04.320985+00:00",
+  "ended_at": "2026-05-19T16:09:07.647779+00:00",
+  "elapsed_ms": 3326.75,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23822,
+    "bytes_utf8": 23822,
+    "lines": 720,
+    "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_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,720 @@
+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: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_10, measure_col=feature_1.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "feature_10",
+    "measure_col": "feature_1",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.027384,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,720 @@
+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: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_10, measure_col=feature_1.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "feature_10",
+    "measure_col": "feature_1",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.027384,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-6662-7981-856d-89e5bad58efe"}
+{"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_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-6662-7981-856d-89e5bad58efe"}
+{"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_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-7747-7011-bd3c-bbeeaf095314"}
+{"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_f/n14/artifacts/v2q_n14_05d37abdc9671e19/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-7747-7011-bd3c-bbeeaf095314"}
+{"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_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/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": "2026-05-19T16:25:24.624635+00:00",
+  "ended_at": "2026-05-19T16:25:28.167922+00:00",
+  "elapsed_ms": 3543.24,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24065,
+    "bytes_utf8": 24065,
+    "lines": 723,
+    "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_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/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": "2026-05-19T16:25:29.171080+00:00",
+  "ended_at": "2026-05-19T16:25:32.618192+00:00",
+  "elapsed_ms": 3447.06,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24065,
+    "bytes_utf8": 24065,
+    "lines": 723,
+    "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_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,723 @@
+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: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+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": "n14",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_34, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "feature_34",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "top_k": 13,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": -0.23945,
+    "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_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,723 @@
+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: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+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": "n14",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_34, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "feature_34",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "top_k": 13,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": -0.23945,
+    "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_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-6d51-7872-a559-77e8f569dfb2"}
+{"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_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-6d51-7872-a559-77e8f569dfb2"}
+{"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_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-7ebe-7af2-8f6c-623ee4e08bd1"}
+{"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_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/cli/sql_response_attempt_2.txt

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+{"type":"thread.started","thread_id":"019e410e-7ebe-7af2-8f6c-623ee4e08bd1"}
+{"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_f/n14/artifacts/v2q_n14_087248aabf90280b/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": "2026-05-19T16:28:18.909581+00:00",
+  "ended_at": "2026-05-19T16:28:23.330014+00:00",
+  "elapsed_ms": 4420.38,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23809,
+    "bytes_utf8": 23809,
+    "lines": 718,
+    "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_f/n14/artifacts/v2q_n14_087248aabf90280b/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": "2026-05-19T16:28:24.332523+00:00",
+  "ended_at": "2026-05-19T16:28:27.651082+00:00",
+  "elapsed_ms": 3318.51,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23809,
+    "bytes_utf8": 23809,
+    "lines": 718,
+    "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_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,718 @@
+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: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+      "notnull": false,
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+      "notnull": false,
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+      "pk": false
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+      "notnull": false,
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+      "type": "TEXT",
+      "notnull": false,
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+      "notnull": false,
+      "pk": false
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+    {
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+      "notnull": false,
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+      "notnull": false,
+      "pk": false
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+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_10.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "feature_10",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.41921,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,718 @@
+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: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_10.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "feature_10",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.41921,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_1.raw.txt

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

Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_1.txt

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+{"type":"thread.started","thread_id":"019e4111-15b1-7a73-96b5-56a07e693843"}
+{"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_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_2.raw.txt

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+{"type":"thread.started","thread_id":"019e4111-2afa-7501-bfe2-e83a30f4714f"}
+{"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_f/n14/artifacts/v2q_n14_087248aabf90280b/cli/sql_response_attempt_2.txt

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+{"type":"thread.started","thread_id":"019e4111-2afa-7501-bfe2-e83a30f4714f"}
+{"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."}}