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Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:59:36.083395+00:00",
+  "ended_at": "2026-05-19T15:59:39.442631+00:00",
+  "elapsed_ms": 3359.21,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16530,
+    "bytes_utf8": 16530,
+    "lines": 616,
+    "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_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:59:40.445695+00:00",
+  "ended_at": "2026-05-19T15:59:43.915017+00:00",
+  "elapsed_ms": 3469.28,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16530,
+    "bytes_utf8": 16530,
+    "lines": 616,
+    "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_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,616 @@
+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: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b4.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "b4",
+    "predicate_col": "c2",
+    "predicate_op": "=",
+    "predicate_value": "o",
+    "entity_col": "b4",
+    "top_k": 18,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,616 @@
+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: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b4.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "b4",
+    "predicate_col": "c2",
+    "predicate_op": "=",
+    "predicate_value": "o",
+    "entity_col": "b4",
+    "top_k": 18,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f6-cba5-7380-b7a2-d6d9396313cd"}
+{"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_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f6-cba5-7380-b7a2-d6d9396313cd"}
+{"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_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f6-dc9c-77f2-942e-5d450f19a5ff"}
+{"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_c/c11/artifacts/v2q_c11_056b36243286faa5/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f6-dc9c-77f2-942e-5d450f19a5ff"}
+{"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_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16453, "bytes_utf8": 16453, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 12032, "output_tokens": 330, "reasoning_output_tokens": 194}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_05e1821936fc7285",
+    "api_calls": 0,
+    "input_tokens": 17529,
+    "cached_input_tokens": 12032,
+    "output_tokens": 330,
+    "total_tokens": 17859,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 14482.71,
+    "sql_execution_elapsed_ms_total": 45.74,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:34:34.376388+00:00",
+  "ended_at": "2026-05-19T15:34:48.859137+00:00",
+  "elapsed_ms": 14482.71,
+  "prompt_metrics": {
+    "chars": 16453,
+    "bytes_utf8": 16453,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 839,
+    "bytes_utf8": 839,
+    "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": 484,
+      "bytes_utf8": 484,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17529,
+      "cached_input_tokens": 12032,
+      "output_tokens": 330,
+      "reasoning_output_tokens": 194
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,615 @@
+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: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+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": "c11",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=e5, condition_col=e5.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "e5",
+    "condition_col": "e5",
+    "condition_value": "b",
+    "positive_value": "b",
+    "negative_value": "o",
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "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_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40df-e186-7fa2-88cf-f3bf117a8ecb"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e5\\\",\\n       AVG(CASE WHEN \\\"e5\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e5\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col=\\\"e5\\\" and condition_col=\\\"e5\\\" using condition_value='b'. Since the grouping and condition columns are the same, each group's rate is deterministic: 1 for the 'b' group and 0 for other non-null groups.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17529,"cached_input_tokens":12032,"output_tokens":330,"reasoning_output_tokens":194}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"e5\",\n       AVG(CASE WHEN \"e5\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"e5\"\nORDER BY condition_rate DESC;","notes":"Applied the required Grouped Condition Rate template with group_col=\"e5\" and condition_col=\"e5\" using condition_value='b'. Since the grouping and condition columns are the same, each group's rate is deterministic: 1 for the 'b' group and 0 for other non-null groups."}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=e5, condition_col=e5.
+Result preview: [{"e5": "b", "condition_rate": 1.0}, {"e5": "x", "condition_rate": 0.0}, {"e5": "o", "condition_rate": 0.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_c11_05e1821936fc7285
+-- problem_id: v2p_c11_82d00dd0323f2505
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "e5",
+       AVG(CASE WHEN "e5" = 'b' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c11"
+GROUP BY "e5"
+ORDER BY condition_rate DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"e5\",\n       AVG(CASE WHEN \"e5\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"e5\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e5\\\",\\n       AVG(CASE WHEN \\\"e5\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e5\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"e5\", \"condition_rate\"], \"rows\": [{\"e5\": \"b\", \"condition_rate\": 1.0}, {\"e5\": \"x\", \"condition_rate\": 0.0}, {\"e5\": \"o\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 45.74}"}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c11",
+  "started_at": "2026-05-19T15:34:34.372564+00:00",
+  "ended_at": "2026-05-19T15:34:48.908730+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c11_05e1821936fc7285",
+    "problem_id": "v2p_c11_82d00dd0323f2505",
+    "dataset_id": "c11",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=e5, condition_col=e5.",
+    "bindings": {
+      "group_col": "e5",
+      "condition_col": "e5",
+      "condition_value": "b",
+      "positive_value": "b",
+      "negative_value": "o",
+      "top_k": 13,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/2",
+      "binding_index=28"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_05e1821936fc7285.sql",
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_05e1821936fc7285",
+    "api_calls": 0,
+    "input_tokens": 17529,
+    "cached_input_tokens": 12032,
+    "output_tokens": 330,
+    "total_tokens": 17859,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 14482.71,
+    "sql_execution_elapsed_ms_total": 45.74,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:34:48.860751+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14482.71, "started_at": "2026-05-19T15:34:34.376388+00:00", "ended_at": "2026-05-19T15:34:48.859137+00:00", "prompt_metrics": {"chars": 16453, "bytes_utf8": 16453, "lines": 615, "estimated_tokens": null}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 12032, "output_tokens": 330, "reasoning_output_tokens": 194}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e5\\\",\\n       AVG(CASE WHEN \\\"e5\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e5\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col=\\\"e5\\\" and condition_col=\\\"e5\\\" using condition_value='b'. Since the grouping and condition columns are the same, each group's rate is deterministic: 1 for the 'b' group and 0 for other non-null groups.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c11_05e1821936fc7285",
+  "api_calls": 0,
+  "input_tokens": 17529,
+  "cached_input_tokens": 12032,
+  "output_tokens": 330,
+  "total_tokens": 17859,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 14482.71,
+  "sql_execution_elapsed_ms_total": 45.74,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_05e1821936fc7285/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c5.
+Result preview: [{"a2": "b", "c5": "b", "row_count": 9656}, {"a2": "o", "c5": "b", "row_count": 2140}, {"a2": "x", "c5": "b", "row_count": 1521}, {"a2": "b", "c5": "o", "row_count": 521}, {"a2": "b", "c5": "x", "row_count": 499}]

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_c11_0c029d9efcc60aaf
+-- problem_id: v2p_c11_237cfaa17b14f7d0
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "a2", "c5", COUNT(*) AS row_count
+FROM "c11"
+WHERE "c2" = 'x'
+GROUP BY "a2", "c5"
+ORDER BY row_count DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"c5\", COUNT(*) AS row_count\nFROM \"c11\"\nWHERE \"c2\" = 'x'\nGROUP BY \"a2\", \"c5\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c5\\\", COUNT(*) AS row_count\\nFROM \\\"c11\\\"\\nWHERE \\\"c2\\\" = 'x'\\nGROUP BY \\\"a2\\\", \\\"c5\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"a2\", \"c5\", \"row_count\"], \"rows\": [{\"a2\": \"b\", \"c5\": \"b\", \"row_count\": 9656}, {\"a2\": \"o\", \"c5\": \"b\", \"row_count\": 2140}, {\"a2\": \"x\", \"c5\": \"b\", \"row_count\": 1521}, {\"a2\": \"b\", \"c5\": \"o\", \"row_count\": 521}, {\"a2\": \"b\", \"c5\": \"x\", \"row_count\": 499}, {\"a2\": \"o\", \"c5\": \"x\", \"row_count\": 43}, {\"a2\": \"o\", \"c5\": \"o\", \"row_count\": 38}, {\"a2\": \"x\", \"c5\": \"o\", \"row_count\": 28}, {\"a2\": \"x\", \"c5\": \"x\", \"row_count\": 14}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.82}"}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/run_manifest.json

@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c11",
+  "started_at": "2026-05-19T15:39:43.584851+00:00",
+  "ended_at": "2026-05-19T15:39:54.173808+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c11_0c029d9efcc60aaf",
+    "problem_id": "v2p_c11_237cfaa17b14f7d0",
+    "dataset_id": "c11",
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c5.",
+    "bindings": {
+      "group_col": "a2",
+      "group_col_2": "c5",
+      "predicate_col": "c2",
+      "predicate_op": "=",
+      "predicate_value": "x",
+      "top_k": 11,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/1",
+      "binding_index=56"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_0c029d9efcc60aaf.sql",
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_0c029d9efcc60aaf",
+    "api_calls": 0,
+    "input_tokens": 17559,
+    "cached_input_tokens": 16768,
+    "output_tokens": 290,
+    "total_tokens": 17849,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10546.35,
+    "sql_execution_elapsed_ms_total": 32.82,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:39:54.138083+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10546.35, "started_at": "2026-05-19T15:39:43.590066+00:00", "ended_at": "2026-05-19T15:39:54.136454+00:00", "prompt_metrics": {"chars": 16506, "bytes_utf8": 16506, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 334, "bytes_utf8": 334, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 16768, "output_tokens": 290, "reasoning_output_tokens": 180}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c5\\\", COUNT(*) AS row_count\\nFROM \\\"c11\\\"\\nWHERE \\\"c2\\\" = 'x'\\nGROUP BY \\\"a2\\\", \\\"c5\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template with group_col=\\\"a2\\\", group_col_2=\\\"c5\\\", and predicate \\\"c2\\\" = 'x'.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c11_0c029d9efcc60aaf",
+  "api_calls": 0,
+  "input_tokens": 17559,
+  "cached_input_tokens": 16768,
+  "output_tokens": 290,
+  "total_tokens": 17849,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10546.35,
+  "sql_execution_elapsed_ms_total": 32.82,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=g3.
+Result preview: [{"a2": "x", "g3": "x", "support": 425}, {"a2": "o", "g3": "o", "support": 469}, {"a2": "x", "g3": "o", "support": 529}, {"a2": "o", "g3": "x", "support": 551}, {"a2": "b", "g3": "x", "support": 3266}]

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/generated_sql.sql

@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tail_pairwise_sparse_slice_v2
+-- query_record_id: v2q_c11_0fe902a400b18ab4
+-- problem_id: v2p_c11_1b8eb0f2954fd606
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "a2",
+    "g3",
+    COUNT(*) AS "support"
+FROM "c11"
+GROUP BY "a2", "g3"
+ORDER BY "support" ASC, "a2", "g3"
+LIMIT 18;

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n    \"a2\",\n    \"g3\",\n    COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"g3\"\nORDER BY \"support\" ASC, \"a2\", \"g3\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n    \\\"a2\\\",\\n    \\\"g3\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"g3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"g3\\\"\\nLIMIT 18;\", \"columns\": [\"a2\", \"g3\", \"support\"], \"rows\": [{\"a2\": \"x\", \"g3\": \"x\", \"support\": 425}, {\"a2\": \"o\", \"g3\": \"o\", \"support\": 469}, {\"a2\": \"x\", \"g3\": \"o\", \"support\": 529}, {\"a2\": \"o\", \"g3\": \"x\", \"support\": 551}, {\"a2\": \"b\", \"g3\": \"x\", \"support\": 3266}, {\"a2\": \"b\", \"g3\": \"o\", \"support\": 3448}, {\"a2\": \"o\", \"g3\": \"b\", \"support\": 11004}, {\"a2\": \"x\", \"g3\": \"b\", \"support\": 11194}, {\"a2\": \"b\", \"g3\": \"b\", \"support\": 36671}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 46.13}"}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/run_manifest.json

@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c11",
+  "started_at": "2026-05-19T15:45:34.014748+00:00",
+  "ended_at": "2026-05-19T15:45:46.120900+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c11_0fe902a400b18ab4",
+    "problem_id": "v2p_c11_1b8eb0f2954fd606",
+    "dataset_id": "c11",
+    "template_id": "tpl_tail_pairwise_sparse_slice_v2",
+    "template_name": "Pairwise Sparse Slice Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "support",
+    "extended_family": false,
+    "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=g3.",
+    "bindings": {
+      "group_col": "a2",
+      "group_col_2": "g3",
+      "top_k": 18,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "group_col_2"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    {group_col_2},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=78"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_0fe902a400b18ab4.sql",
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_0fe902a400b18ab4",
+    "api_calls": 0,
+    "input_tokens": 17546,
+    "cached_input_tokens": 16768,
+    "output_tokens": 402,
+    "total_tokens": 17948,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12053.51,
+    "sql_execution_elapsed_ms_total": 46.13,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:45:46.073053+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12053.51, "started_at": "2026-05-19T15:45:34.018782+00:00", "ended_at": "2026-05-19T15:45:46.072316+00:00", "prompt_metrics": {"chars": 16374, "bytes_utf8": 16374, "lines": 612, "estimated_tokens": null}, "response_metrics": {"chars": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17546, "cached_input_tokens": 16768, "output_tokens": 402, "reasoning_output_tokens": 287}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n    \\\"a2\\\",\\n    \\\"g3\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"g3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"g3\\\"\\nLIMIT 18;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"a2\\\", group_col_2=\\\"g3\\\", and top_k=18.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c11_0fe902a400b18ab4",
+  "api_calls": 0,
+  "input_tokens": 17546,
+  "cached_input_tokens": 16768,
+  "output_tokens": 402,
+  "total_tokens": 17948,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 12053.51,
+  "sql_execution_elapsed_ms_total": 46.13,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=b6.
+Result preview: [{"b6": "x", "distinct_entities": 1}]

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/generated_sql.sql

@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_conditional_contrast
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_clickbench_filtered_distinct_topk
+-- query_record_id: v2q_c11_10032ca6e85513ae
+-- problem_id: v2p_c11_e4c1cb16b30df41e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "b6", COUNT(DISTINCT "b6") AS distinct_entities
+FROM "c11"
+WHERE "b6" = 'x'
+GROUP BY "b6"
+ORDER BY distinct_entities DESC
+LIMIT 10;

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"b6\", COUNT(DISTINCT \"b6\") AS distinct_entities\nFROM \"c11\"\nWHERE \"b6\" = 'x'\nGROUP BY \"b6\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b6\\\", COUNT(DISTINCT \\\"b6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b6\\\" = 'x'\\nGROUP BY \\\"b6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"b6\", \"distinct_entities\"], \"rows\": [{\"b6\": \"x\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.1}"}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/run_manifest.json

@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c11",
+  "started_at": "2026-05-19T15:59:53.728347+00:00",
+  "ended_at": "2026-05-19T16:00:03.907788+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c11_10032ca6e85513ae",
+    "problem_id": "v2p_c11_e4c1cb16b30df41e",
+    "dataset_id": "c11",
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_conditional_contrast",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "support",
+    "extended_family": false,
+    "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=b6.",
+    "bindings": {
+      "group_col": "b6",
+      "predicate_col": "b6",
+      "predicate_op": "=",
+      "predicate_value": "x",
+      "entity_col": "b6",
+      "top_k": 10,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/2",
+      "binding_index=140"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/sql/v2q_c11_10032ca6e85513ae.sql",
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_10032ca6e85513ae",
+    "api_calls": 0,
+    "input_tokens": 17548,
+    "cached_input_tokens": 16768,
+    "output_tokens": 351,
+    "total_tokens": 17899,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10161.64,
+    "sql_execution_elapsed_ms_total": 9.1,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:00:03.897066+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10161.64, "started_at": "2026-05-19T15:59:53.734588+00:00", "ended_at": "2026-05-19T16:00:03.896269+00:00", "prompt_metrics": {"chars": 16531, "bytes_utf8": 16531, "lines": 616, "estimated_tokens": null}, "response_metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17548, "cached_input_tokens": 16768, "output_tokens": 351, "reasoning_output_tokens": 214}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b6\\\", COUNT(DISTINCT \\\"b6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b6\\\" = 'x'\\nGROUP BY \\\"b6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided template and bound roles exactly. Since \\\"group_col\\\", \\\"predicate_col\\\", and \\\"entity_col\\\" are all \\\"b6\\\" with the filter \\\"b6\\\" = 'x', the query returns the filtered \\\"b6\\\" group(s) and their distinct \\\"b6\\\" count.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c11_10032ca6e85513ae",
+  "api_calls": 0,
+  "input_tokens": 17548,
+  "cached_input_tokens": 16768,
+  "output_tokens": 351,
+  "total_tokens": 17899,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10161.64,
+  "sql_execution_elapsed_ms_total": 9.1,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/conversation.jsonl

@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16395, "bytes_utf8": 16395, "lines": 614, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "}
+{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 16395, "bytes_utf8": 16395, "lines": 614, "estimated_tokens": null}}
+{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 331, "bytes_utf8": 331, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 203, "reasoning_output_tokens": 101}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 2,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_10095caa327daee8",
+    "api_calls": 0,
+    "input_tokens": 17516,
+    "cached_input_tokens": 16768,
+    "output_tokens": 203,
+    "total_tokens": 17719,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10279.8,
+    "sql_execution_elapsed_ms_total": 12.46,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:53:49.418630+00:00",
+  "ended_at": "2026-05-19T15:53:52.806208+00:00",
+  "elapsed_ms": 3387.55,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16395,
+    "bytes_utf8": 16395,
+    "lines": 614,
+    "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_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:53:53.809167+00:00",
+  "ended_at": "2026-05-19T15:54:00.701463+00:00",
+  "elapsed_ms": 6892.25,
+  "prompt_metrics": {
+    "chars": 16395,
+    "bytes_utf8": 16395,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 687,
+    "bytes_utf8": 687,
+    "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": 331,
+      "bytes_utf8": 331,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17516,
+      "cached_input_tokens": 16768,
+      "output_tokens": 203,
+      "reasoning_output_tokens": 101
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,614 @@
+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: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=d5.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "d5",
+    "predicate_col": "e3",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,614 @@
+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: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=d5.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "d5",
+    "predicate_col": "e3",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_1.raw.txt

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+{"type":"thread.started","thread_id":"019e40f1-8173-78f1-944e-ce875b07afd9"}
+{"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_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-8173-78f1-944e-ce875b07afd9"}
+{"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_c/c11/artifacts/v2q_c11_10095caa327daee8/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-929c-7660-a3f6-dedd141c93e3"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"d5\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e3\\\" = 'x'\\nGROUP BY \\\"d5\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template with group_col=\\\"d5\\\", predicate_col=\\\"e3\\\", predicate_value='x', and top_k=18.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17516,"cached_input_tokens":16768,"output_tokens":203,"reasoning_output_tokens":101}}