Add files using upload-large-folder tool

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/run_manifest.json

@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:22:20.134765+00:00",
+  "ended_at": "2026-05-19T16:22:31.235842+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_010cdf2f82dbac84",
+    "problem_id": "v2p_m2_4091ea7db7c4a9b4",
+    "dataset_id": "m2",
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_concentration_consistency",
+    "intended_facet_id": "rare_target_concentration",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=model, measure_col=policy_tenure.",
+    "bindings": {
+      "group_col": "model",
+      "measure_col": "policy_tenure",
+      "top_k": 15,
+      "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": 0.904032,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=90"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:22:23.396353+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3245.58, "started_at": "2026-05-19T16:22:20.149601+00:00", "ended_at": "2026-05-19T16:22:23.395231+00:00", "prompt_metrics": {"chars": 21719, "bytes_utf8": 21719, "lines": 624, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-9c95-7683-9505-bca9ebaad6c0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:22:31.235709+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6836.59, "started_at": "2026-05-19T16:22:24.397907+00:00", "ended_at": "2026-05-19T16:22:31.234542+00:00", "prompt_metrics": {"chars": 21719, "bytes_utf8": 21719, "lines": 624, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-ad20-7610-beb3-8f86f0e50161\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:11:45.264182+00:00",
+  "ended_at": "2026-05-19T16:11:48.281070+00:00",
+  "elapsed_ms": 3016.86,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21967,
+    "bytes_utf8": 21967,
+    "lines": 626,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:11:49.284347+00:00",
+  "ended_at": "2026-05-19T16:11:52.562920+00:00",
+  "elapsed_ms": 3278.53,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21967,
+    "bytes_utf8": 21967,
+    "lines": 626,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,626 @@
+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: m2
+- dataset_name: Carinsuranceclaimprediction Classification
+- table_name: m2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`.
+- task_type: classification
+- target_column: is_day_night_rear_view_mirror
+- main_row_count: 58592
+- important_fields:
+- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id.
+- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure.
+- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car.
+- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder.
+- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster.
+- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density.
+- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make.
+- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment.
+- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model.
+- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type.
+- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque.
+- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power.
+- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type.
+- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags.
+- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc.
+- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering.
+- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms.
+- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors.
+- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera.
+- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type.
+- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement.
+- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder.
+- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type.
+- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box.
+- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type.
+- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius.
+- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length.
+- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width.
+- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height.
+- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight.
+- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights.
+- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper.
+- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer.
+- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger.
+- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist.
+- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks.
+- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking.
+- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering.
+- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable.
+- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror.
+- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw.
+- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert.
+- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating.
+- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim.
+- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']]
+- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure']
+- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification
+
+SQLite schema snapshot:
+{
+  "table_name": "m2",
+  "quoted_table_name": "\"m2\"",
+  "row_count": 58592,
+  "columns": [
+    {
+      "name": "policy_id",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "policy_tenure",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_car",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_policyholder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "area_cluster",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "population_density",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "make",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "segment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "model",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "fuel_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "max_torque",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "max_power",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "engine_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "airbags",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_esc",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_adjustable_steering",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_tpms",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_parking_sensors",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_parking_camera",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rear_brakes_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cylinder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "transmission_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gear_box",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "steering_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "turning_radius",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "width",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "height",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gross_weight",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_front_fog_lights",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_wiper",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_washer",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_defogger",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_brake_assist",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_power_door_locks",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_central_locking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_power_steering",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_driver_seat_height_adjustable",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_day_night_rear_view_mirror",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_ecw",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_speed_alert",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ncap_rating",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_claim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "policy_id": "ID00001",
+      "policy_tenure": "0.515873589958172",
+      "age_of_car": "0.05",
+      "age_of_policyholder": "0.644230769230769",
+      "area_cluster": "C1",
+      "population_density": "4990",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00002",
+      "policy_tenure": "0.672618513547733",
+      "age_of_car": "0.02",
+      "age_of_policyholder": "0.375",
+      "area_cluster": "C2",
+      "population_density": "27003",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00003",
+      "policy_tenure": "0.841110255796233",
+      "age_of_car": "0.02",
+      "age_of_policyholder": "0.384615384615385",
+      "area_cluster": "C3",
+      "population_density": "4076",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00004",
+      "policy_tenure": "0.900276558749967",
+      "age_of_car": "0.11",
+      "age_of_policyholder": "0.432692307692308",
+      "area_cluster": "C4",
+      "population_density": "21622",
+      "make": "1",
+      "segment": "C1",
+      "model": "M2",
+      "fuel_type": "Petrol",
+      "max_torque": "113Nm@4400rpm",
+      "max_power": "88.50bhp@6000rpm",
+      "engine_type": "1.2 L K12N Dualjet",
+      "airbags": "2",
+      "is_esc": "Yes",
+      "is_adjustable_steering": "Yes",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "Yes",
+      "rear_brakes_type": "Drum",
+      "displacement": "1197",
+      "cylinder": "4",
+      "transmission_type": "Automatic",
+      "gear_box": "5",
+      "steering_type": "Electric",
+      "turning_radius": "4.8",
+      "length": "3995",
+      "width": "1735",
+      "height": "1515",
+      "gross_weight": "1335",
+      "is_front_fog_lights": "Yes",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "Yes",
+      "is_brake_assist": "Yes",
+      "is_power_door_locks": "Yes",
+      "is_central_locking": "Yes",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "Yes",
+      "is_day_night_rear_view_mirror": "Yes",
+      "is_ecw": "Yes",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "2",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00005",
+      "policy_tenure": "0.596402813108729",
+      "age_of_car": "0.11",
+      "age_of_policyholder": "0.634615384615385",
+      "area_cluster": "C5",
+      "population_density": "34738",
+      "make": "2",
+      "segment": "A",
+      "model": "M3",
+      "fuel_type": "Petrol",
+      "max_torque": "91Nm@4250rpm",
+      "max_power": "67.06bhp@5500rpm",
+      "engine_type": "1.0 SCe",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "No",
+      "is_parking_camera": "Yes",
+      "rear_brakes_type": "Drum",
+      "displacement": "999",
+      "cylinder": "3",
+      "transmission_type": "Automatic",
+      "gear_box": "5",
+      "steering_type": "Electric",
+      "turning_radius": "5",
+      "length": "3731",
+      "width": "1579",
+      "height": "1490",
+      "gross_weight": "1155",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "Yes",
+      "is_central_locking": "Yes",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "Yes",
+      "is_ecw": "Yes",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "2",
+      "is_claim": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "required_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_rear_window_wiper, measure_col=ncap_rating.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "is_rear_window_wiper",
+    "measure_col": "ncap_rating",
+    "item_col": "policy_id",
+    "top_k": 14,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "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}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,626 @@
+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: m2
+- dataset_name: Carinsuranceclaimprediction Classification
+- table_name: m2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`.
+- task_type: classification
+- target_column: is_day_night_rear_view_mirror
+- main_row_count: 58592
+- important_fields:
+- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id.
+- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure.
+- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car.
+- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder.
+- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster.
+- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density.
+- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make.
+- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment.
+- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model.
+- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type.
+- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque.
+- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power.
+- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type.
+- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags.
+- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc.
+- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering.
+- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms.
+- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors.
+- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera.
+- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type.
+- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement.
+- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder.
+- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type.
+- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box.
+- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type.
+- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius.
+- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length.
+- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width.
+- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height.
+- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight.
+- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights.
+- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper.
+- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer.
+- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger.
+- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist.
+- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks.
+- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking.
+- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering.
+- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable.
+- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror.
+- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw.
+- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert.
+- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating.
+- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim.
+- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']]
+- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure']
+- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification
+
+SQLite schema snapshot:
+{
+  "table_name": "m2",
+  "quoted_table_name": "\"m2\"",
+  "row_count": 58592,
+  "columns": [
+    {
+      "name": "policy_id",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "policy_tenure",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_car",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_policyholder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "area_cluster",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "population_density",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "make",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "segment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "model",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "fuel_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "max_torque",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "max_power",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "engine_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "airbags",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_esc",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_adjustable_steering",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_tpms",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_parking_sensors",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_parking_camera",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rear_brakes_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cylinder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "transmission_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gear_box",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "steering_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "turning_radius",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "width",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "height",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gross_weight",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_front_fog_lights",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_wiper",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_washer",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_defogger",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_brake_assist",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_power_door_locks",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_central_locking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_power_steering",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_driver_seat_height_adjustable",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_day_night_rear_view_mirror",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_ecw",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_speed_alert",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ncap_rating",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_claim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "policy_id": "ID00001",
+      "policy_tenure": "0.515873589958172",
+      "age_of_car": "0.05",
+      "age_of_policyholder": "0.644230769230769",
+      "area_cluster": "C1",
+      "population_density": "4990",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00002",
+      "policy_tenure": "0.672618513547733",
+      "age_of_car": "0.02",
+      "age_of_policyholder": "0.375",
+      "area_cluster": "C2",
+      "population_density": "27003",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00003",
+      "policy_tenure": "0.841110255796233",
+      "age_of_car": "0.02",
+      "age_of_policyholder": "0.384615384615385",
+      "area_cluster": "C3",
+      "population_density": "4076",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00004",
+      "policy_tenure": "0.900276558749967",
+      "age_of_car": "0.11",
+      "age_of_policyholder": "0.432692307692308",
+      "area_cluster": "C4",
+      "population_density": "21622",
+      "make": "1",
+      "segment": "C1",
+      "model": "M2",
+      "fuel_type": "Petrol",
+      "max_torque": "113Nm@4400rpm",
+      "max_power": "88.50bhp@6000rpm",
+      "engine_type": "1.2 L K12N Dualjet",
+      "airbags": "2",
+      "is_esc": "Yes",
+      "is_adjustable_steering": "Yes",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "Yes",
+      "rear_brakes_type": "Drum",
+      "displacement": "1197",
+      "cylinder": "4",
+      "transmission_type": "Automatic",
+      "gear_box": "5",
+      "steering_type": "Electric",
+      "turning_radius": "4.8",
+      "length": "3995",
+      "width": "1735",
+      "height": "1515",
+      "gross_weight": "1335",
+      "is_front_fog_lights": "Yes",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "Yes",
+      "is_brake_assist": "Yes",
+      "is_power_door_locks": "Yes",
+      "is_central_locking": "Yes",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "Yes",
+      "is_day_night_rear_view_mirror": "Yes",
+      "is_ecw": "Yes",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "2",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00005",
+      "policy_tenure": "0.596402813108729",
+      "age_of_car": "0.11",
+      "age_of_policyholder": "0.634615384615385",
+      "area_cluster": "C5",
+      "population_density": "34738",
+      "make": "2",
+      "segment": "A",
+      "model": "M3",
+      "fuel_type": "Petrol",
+      "max_torque": "91Nm@4250rpm",
+      "max_power": "67.06bhp@5500rpm",
+      "engine_type": "1.0 SCe",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "No",
+      "is_parking_camera": "Yes",
+      "rear_brakes_type": "Drum",
+      "displacement": "999",
+      "cylinder": "3",
+      "transmission_type": "Automatic",
+      "gear_box": "5",
+      "steering_type": "Electric",
+      "turning_radius": "5",
+      "length": "3731",
+      "width": "1579",
+      "height": "1490",
+      "gross_weight": "1155",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "Yes",
+      "is_central_locking": "Yes",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "Yes",
+      "is_ecw": "Yes",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "2",
+      "is_claim": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "required_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_rear_window_wiper, measure_col=ncap_rating.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "is_rear_window_wiper",
+    "measure_col": "ncap_rating",
+    "item_col": "policy_id",
+    "top_k": 14,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3.0,
+    "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}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-ebe8-7a61-ba23-561eca62de60"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-ebe8-7a61-ba23-561eca62de60"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-fbad-7db1-8066-0119fd9208bf"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-fbad-7db1-8066-0119fd9208bf"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/run_manifest.json

@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:11:45.255272+00:00",
+  "ended_at": "2026-05-19T16:11:52.563787+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_01771dd60b23a3b1",
+    "problem_id": "v2p_m2_78d0df40d57fde1c",
+    "dataset_id": "m2",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_rear_window_wiper, measure_col=ncap_rating.",
+    "bindings": {
+      "group_col": "is_rear_window_wiper",
+      "measure_col": "ncap_rating",
+      "item_col": "policy_id",
+      "top_k": 14,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 3.0,
+      "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",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/2",
+      "binding_index=29"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:48.282297+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3016.86, "started_at": "2026-05-19T16:11:45.264182+00:00", "ended_at": "2026-05-19T16:11:48.281070+00:00", "prompt_metrics": {"chars": 21967, "bytes_utf8": 21967, "lines": 626, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-ebe8-7a61-ba23-561eca62de60\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:11:52.563698+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3278.53, "started_at": "2026-05-19T16:11:49.284347+00:00", "ended_at": "2026-05-19T16:11:52.562920+00:00", "prompt_metrics": {"chars": 21967, "bytes_utf8": 21967, "lines": 626, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-fbad-7db1-8066-0119fd9208bf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/run_manifest.json

@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:11:14.989729+00:00",
+  "ended_at": "2026-05-19T16:11:22.018482+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_03c62077b266385b",
+    "problem_id": "v2p_m2_fe8a984fe03de463",
+    "dataset_id": "m2",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=gross_weight, measure_col=height.",
+    "bindings": {
+      "group_col": "gross_weight",
+      "measure_col": "height",
+      "item_col": "area_cluster",
+      "top_k": 12,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 1635.0,
+      "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",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/2",
+      "binding_index=27"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:18.214789+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3214.69, "started_at": "2026-05-19T16:11:14.998827+00:00", "ended_at": "2026-05-19T16:11:18.213549+00:00", "prompt_metrics": {"chars": 21947, "bytes_utf8": 21947, "lines": 626, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-75b5-7fe3-b618-e8271285ca40\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:11:22.018392+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2800.94, "started_at": "2026-05-19T16:11:19.216627+00:00", "ended_at": "2026-05-19T16:11:22.017605+00:00", "prompt_metrics": {"chars": 21947, "bytes_utf8": 21947, "lines": 626, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-8642-77c0-a704-b992d07f01cf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/run_manifest.json

@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:24:21.103295+00:00",
+  "ended_at": "2026-05-19T16:24:28.976598+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_0516f68e28c29ebe",
+    "problem_id": "v2p_m2_094b08e861e5756e",
+    "dataset_id": "m2",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=is_parking_sensors, condition_col=is_rear_window_wiper.",
+    "bindings": {
+      "group_col": "is_parking_sensors",
+      "condition_col": "is_rear_window_wiper",
+      "condition_value": "Yes",
+      "positive_value": "No",
+      "negative_value": "Yes",
+      "top_k": 19,
+      "top_n": 7,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 5.0,
+      "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=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=2/2",
+      "binding_index=99"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:24:24.749253+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3630.74, "started_at": "2026-05-19T16:24:21.117102+00:00", "ended_at": "2026-05-19T16:24:24.747889+00:00", "prompt_metrics": {"chars": 21823, "bytes_utf8": 21823, "lines": 627, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-74e9-77b0-ab36-514ad89a1810\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:24:28.976435+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3223.95, "started_at": "2026-05-19T16:24:25.750808+00:00", "ended_at": "2026-05-19T16:24:28.974826+00:00", "prompt_metrics": {"chars": 21823, "bytes_utf8": 21823, "lines": 627, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-873a-74e1-8890-c5ec882b5dfb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/run_manifest.json

@@ -0,0 +1,73 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:14:45.698311+00:00",
+  "ended_at": "2026-05-19T16:14:53.949762+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_0881642da54a6cae",
+    "problem_id": "v2p_m2_cbb1d12f8f75c275",
+    "dataset_id": "m2",
+    "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=age_of_policyholder, group_col_2=is_esc.",
+    "bindings": {
+      "group_col": "age_of_policyholder",
+      "group_col_2": "is_esc",
+      "predicate_col": "fuel_type",
+      "predicate_op": "=",
+      "predicate_value": "Petrol",
+      "top_k": 11,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 1493.0,
+      "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=4",
+      "sql_variant_index=1/1",
+      "binding_index=51"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:14:49.998721+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4290.74, "started_at": "2026-05-19T16:14:45.707184+00:00", "ended_at": "2026-05-19T16:14:49.997948+00:00", "prompt_metrics": {"chars": 21866, "bytes_utf8": 21866, "lines": 628, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-acdd-72a3-8ac6-217bda2de4a9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:14:53.949679+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2949.14, "started_at": "2026-05-19T16:14:50.999762+00:00", "ended_at": "2026-05-19T16:14:53.948936+00:00", "prompt_metrics": {"chars": 21866, "bytes_utf8": 21866, "lines": 628, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-c18f-7092-8701-0143a2cffaae\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/run_manifest.json

@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:18:49.842554+00:00",
+  "ended_at": "2026-05-19T16:18:59.787842+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_0b1a0443f58f6230",
+    "problem_id": "v2p_m2_9a41fdaf6b3f2e75",
+    "dataset_id": "m2",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_driver_seat_height_adjustable, measure_col=population_density.",
+    "bindings": {
+      "group_col": "is_driver_seat_height_adjustable",
+      "measure_col": "population_density",
+      "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": 27003.0,
+      "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",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "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",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:18:52.959752+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3108.17, "started_at": "2026-05-19T16:18:49.850745+00:00", "ended_at": "2026-05-19T16:18:52.958940+00:00", "prompt_metrics": {"chars": 22160, "bytes_utf8": 22160, "lines": 624, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-6685-7830-9e42-c4915b790290\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:18:59.787729+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5824.83, "started_at": "2026-05-19T16:18:53.961808+00:00", "ended_at": "2026-05-19T16:18:59.786685+00:00", "prompt_metrics": {"chars": 22160, "bytes_utf8": 22160, "lines": 624, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-76a6-7f32-ad80-5b9a57e6dd9d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:18:21.211272+00:00",
+  "ended_at": "2026-05-19T16:18:24.475461+00:00",
+  "elapsed_ms": 3264.16,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22113,
+    "bytes_utf8": 22113,
+    "lines": 624,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:18:25.477322+00:00",
+  "ended_at": "2026-05-19T16:18:28.416356+00:00",
+  "elapsed_ms": 2939.0,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22113,
+    "bytes_utf8": 22113,
+    "lines": 624,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,624 @@
+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: m2
+- dataset_name: Carinsuranceclaimprediction Classification
+- table_name: m2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`.
+- task_type: classification
+- target_column: is_day_night_rear_view_mirror
+- main_row_count: 58592
+- important_fields:
+- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id.
+- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure.
+- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car.
+- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder.
+- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster.
+- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density.
+- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make.
+- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment.
+- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model.
+- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type.
+- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque.
+- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power.
+- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type.
+- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags.
+- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc.
+- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering.
+- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms.
+- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors.
+- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera.
+- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type.
+- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement.
+- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder.
+- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type.
+- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box.
+- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type.
+- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius.
+- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length.
+- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width.
+- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height.
+- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight.
+- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights.
+- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper.
+- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer.
+- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger.
+- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist.
+- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks.
+- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking.
+- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering.
+- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable.
+- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror.
+- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw.
+- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert.
+- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating.
+- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim.
+- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']]
+- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure']
+- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification
+
+SQLite schema snapshot:
+{
+  "table_name": "m2",
+  "quoted_table_name": "\"m2\"",
+  "row_count": 58592,
+  "columns": [
+    {
+      "name": "policy_id",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "policy_tenure",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_car",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_policyholder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "area_cluster",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "population_density",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "make",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "segment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "model",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "fuel_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "max_torque",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "max_power",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "engine_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "airbags",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_esc",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_adjustable_steering",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_tpms",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_parking_sensors",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_parking_camera",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rear_brakes_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cylinder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "transmission_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gear_box",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "steering_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "turning_radius",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "width",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "height",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gross_weight",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_front_fog_lights",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_wiper",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_washer",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_defogger",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_brake_assist",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_power_door_locks",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_central_locking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_power_steering",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_driver_seat_height_adjustable",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_day_night_rear_view_mirror",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_ecw",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_speed_alert",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ncap_rating",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_claim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "policy_id": "ID00001",
+      "policy_tenure": "0.515873589958172",
+      "age_of_car": "0.05",
+      "age_of_policyholder": "0.644230769230769",
+      "area_cluster": "C1",
+      "population_density": "4990",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00002",
+      "policy_tenure": "0.672618513547733",
+      "age_of_car": "0.02",
+      "age_of_policyholder": "0.375",
+      "area_cluster": "C2",
+      "population_density": "27003",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00003",
+      "policy_tenure": "0.841110255796233",
+      "age_of_car": "0.02",
+      "age_of_policyholder": "0.384615384615385",
+      "area_cluster": "C3",
+      "population_density": "4076",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00004",
+      "policy_tenure": "0.900276558749967",
+      "age_of_car": "0.11",
+      "age_of_policyholder": "0.432692307692308",
+      "area_cluster": "C4",
+      "population_density": "21622",
+      "make": "1",
+      "segment": "C1",
+      "model": "M2",
+      "fuel_type": "Petrol",
+      "max_torque": "113Nm@4400rpm",
+      "max_power": "88.50bhp@6000rpm",
+      "engine_type": "1.2 L K12N Dualjet",
+      "airbags": "2",
+      "is_esc": "Yes",
+      "is_adjustable_steering": "Yes",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "Yes",
+      "rear_brakes_type": "Drum",
+      "displacement": "1197",
+      "cylinder": "4",
+      "transmission_type": "Automatic",
+      "gear_box": "5",
+      "steering_type": "Electric",
+      "turning_radius": "4.8",
+      "length": "3995",
+      "width": "1735",
+      "height": "1515",
+      "gross_weight": "1335",
+      "is_front_fog_lights": "Yes",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "Yes",
+      "is_brake_assist": "Yes",
+      "is_power_door_locks": "Yes",
+      "is_central_locking": "Yes",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "Yes",
+      "is_day_night_rear_view_mirror": "Yes",
+      "is_ecw": "Yes",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "2",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00005",
+      "policy_tenure": "0.596402813108729",
+      "age_of_car": "0.11",
+      "age_of_policyholder": "0.634615384615385",
+      "area_cluster": "C5",
+      "population_density": "34738",
+      "make": "2",
+      "segment": "A",
+      "model": "M3",
+      "fuel_type": "Petrol",
+      "max_torque": "91Nm@4250rpm",
+      "max_power": "67.06bhp@5500rpm",
+      "engine_type": "1.0 SCe",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "No",
+      "is_parking_camera": "Yes",
+      "rear_brakes_type": "Drum",
+      "displacement": "999",
+      "cylinder": "3",
+      "transmission_type": "Automatic",
+      "gear_box": "5",
+      "steering_type": "Electric",
+      "turning_radius": "5",
+      "length": "3731",
+      "width": "1579",
+      "height": "1490",
+      "gross_weight": "1155",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "Yes",
+      "is_central_locking": "Yes",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "Yes",
+      "is_ecw": "Yes",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "2",
+      "is_claim": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_central_locking, measure_col=age_of_car.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_central_locking",
+    "measure_col": "age_of_car",
+    "top_k": 16,
+    "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": 0.09,
+    "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": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,624 @@
+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: m2
+- dataset_name: Carinsuranceclaimprediction Classification
+- table_name: m2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`.
+- task_type: classification
+- target_column: is_day_night_rear_view_mirror
+- main_row_count: 58592
+- important_fields:
+- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id.
+- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure.
+- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car.
+- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder.
+- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster.
+- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density.
+- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make.
+- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment.
+- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model.
+- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type.
+- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque.
+- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power.
+- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type.
+- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags.
+- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc.
+- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering.
+- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms.
+- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors.
+- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera.
+- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type.
+- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement.
+- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder.
+- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type.
+- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box.
+- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type.
+- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius.
+- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length.
+- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width.
+- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height.
+- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight.
+- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights.
+- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper.
+- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer.
+- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger.
+- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist.
+- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks.
+- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking.
+- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering.
+- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable.
+- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror.
+- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw.
+- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert.
+- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating.
+- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim.
+- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']]
+- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure']
+- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification
+
+SQLite schema snapshot:
+{
+  "table_name": "m2",
+  "quoted_table_name": "\"m2\"",
+  "row_count": 58592,
+  "columns": [
+    {
+      "name": "policy_id",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "policy_tenure",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_car",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_policyholder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "area_cluster",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "population_density",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "make",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "segment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "model",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "fuel_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "max_torque",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "max_power",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "engine_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "airbags",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_esc",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_adjustable_steering",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_tpms",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_parking_sensors",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_parking_camera",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rear_brakes_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cylinder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "transmission_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gear_box",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "steering_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "turning_radius",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "width",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "height",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gross_weight",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_front_fog_lights",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_wiper",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_washer",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_defogger",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_brake_assist",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_power_door_locks",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_central_locking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_power_steering",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_driver_seat_height_adjustable",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_day_night_rear_view_mirror",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_ecw",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_speed_alert",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ncap_rating",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_claim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "policy_id": "ID00001",
+      "policy_tenure": "0.515873589958172",
+      "age_of_car": "0.05",
+      "age_of_policyholder": "0.644230769230769",
+      "area_cluster": "C1",
+      "population_density": "4990",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00002",
+      "policy_tenure": "0.672618513547733",
+      "age_of_car": "0.02",
+      "age_of_policyholder": "0.375",
+      "area_cluster": "C2",
+      "population_density": "27003",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00003",
+      "policy_tenure": "0.841110255796233",
+      "age_of_car": "0.02",
+      "age_of_policyholder": "0.384615384615385",
+      "area_cluster": "C3",
+      "population_density": "4076",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00004",
+      "policy_tenure": "0.900276558749967",
+      "age_of_car": "0.11",
+      "age_of_policyholder": "0.432692307692308",
+      "area_cluster": "C4",
+      "population_density": "21622",
+      "make": "1",
+      "segment": "C1",
+      "model": "M2",
+      "fuel_type": "Petrol",
+      "max_torque": "113Nm@4400rpm",
+      "max_power": "88.50bhp@6000rpm",
+      "engine_type": "1.2 L K12N Dualjet",
+      "airbags": "2",
+      "is_esc": "Yes",
+      "is_adjustable_steering": "Yes",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "Yes",
+      "rear_brakes_type": "Drum",
+      "displacement": "1197",
+      "cylinder": "4",
+      "transmission_type": "Automatic",
+      "gear_box": "5",
+      "steering_type": "Electric",
+      "turning_radius": "4.8",
+      "length": "3995",
+      "width": "1735",
+      "height": "1515",
+      "gross_weight": "1335",
+      "is_front_fog_lights": "Yes",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "Yes",
+      "is_brake_assist": "Yes",
+      "is_power_door_locks": "Yes",
+      "is_central_locking": "Yes",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "Yes",
+      "is_day_night_rear_view_mirror": "Yes",
+      "is_ecw": "Yes",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "2",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00005",
+      "policy_tenure": "0.596402813108729",
+      "age_of_car": "0.11",
+      "age_of_policyholder": "0.634615384615385",
+      "area_cluster": "C5",
+      "population_density": "34738",
+      "make": "2",
+      "segment": "A",
+      "model": "M3",
+      "fuel_type": "Petrol",
+      "max_torque": "91Nm@4250rpm",
+      "max_power": "67.06bhp@5500rpm",
+      "engine_type": "1.0 SCe",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "No",
+      "is_parking_camera": "Yes",
+      "rear_brakes_type": "Drum",
+      "displacement": "999",
+      "cylinder": "3",
+      "transmission_type": "Automatic",
+      "gear_box": "5",
+      "steering_type": "Electric",
+      "turning_radius": "5",
+      "length": "3731",
+      "width": "1579",
+      "height": "1490",
+      "gross_weight": "1155",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "Yes",
+      "is_central_locking": "Yes",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "Yes",
+      "is_ecw": "Yes",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "2",
+      "is_claim": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_central_locking, measure_col=age_of_car.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_central_locking",
+    "measure_col": "age_of_car",
+    "top_k": 16,
+    "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": 0.09,
+    "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": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-f6a5-7982-bb10-b91304d0cc49"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-f6a5-7982-bb10-b91304d0cc49"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-075e-7213-898b-24f8d52d62f1"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-075e-7213-898b-24f8d52d62f1"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/run_manifest.json

@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:18:21.202214+00:00",
+  "ended_at": "2026-05-19T16:18:28.417157+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_0bdd6846a22b84e8",
+    "problem_id": "v2p_m2_2571f69cebb9c1e4",
+    "dataset_id": "m2",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_central_locking, measure_col=age_of_car.",
+    "bindings": {
+      "group_col": "is_central_locking",
+      "measure_col": "age_of_car",
+      "top_k": 16,
+      "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": 0.09,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=2/2",
+      "binding_index=76"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:18:24.476227+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3264.16, "started_at": "2026-05-19T16:18:21.211272+00:00", "ended_at": "2026-05-19T16:18:24.475461+00:00", "prompt_metrics": {"chars": 22113, "bytes_utf8": 22113, "lines": 624, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-f6a5-7982-bb10-b91304d0cc49\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:18:28.417066+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2939.0, "started_at": "2026-05-19T16:18:25.477322+00:00", "ended_at": "2026-05-19T16:18:28.416356+00:00", "prompt_metrics": {"chars": 22113, "bytes_utf8": 22113, "lines": 624, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-075e-7213-898b-24f8d52d62f1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "No", "support": 44574, "support_share": 0.7607523211359912, "support_rank": 1}, {"value_label": "Yes", "support": 14018, "support_share": 0.23924767886400874, "support_rank": 2}]}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/generated_sql.sql

@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: m2
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m2_0c4ffe520624dc6c
+-- problem_id: v2p_m2_72bf5596ece7bb95
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "is_tpms" AS value_label, COUNT(*) AS support
+    FROM "m2"
+    GROUP BY "is_tpms"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/query_results.jsonl

@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: m2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m2_0c4ffe520624dc6c\n-- problem_id: v2p_m2_72bf5596ece7bb95\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"is_tpms\" AS value_label, COUNT(*) AS support\n    FROM \"m2\"\n    GROUP BY \"is_tpms\"\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: m2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m2_0c4ffe520624dc6c\\n-- problem_id: v2p_m2_72bf5596ece7bb95\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"is_tpms\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m2\\\"\\n    GROUP BY \\\"is_tpms\\\"\\n)\\nSELECT\\n    value_label,\\n    support,\\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"No\", \"support\": 44574, \"support_share\": 0.7607523211359912, \"support_rank\": 1}, {\"value_label\": \"Yes\", \"support\": 14018, \"support_share\": 0.23924767886400874, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.25}"}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/run_manifest.json

@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:31:32.703244+00:00",
+  "ended_at": "2026-05-19T16:31:32.727481+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_0c4ffe520624dc6c",
+    "problem_id": "v2p_m2_72bf5596ece7bb95",
+    "dataset_id": "m2",
+    "template_id": "tpl_cardinality_support_rank_profile",
+    "template_name": "Cardinality Support Rank Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "support_concentration",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=is_tpms.",
+    "bindings": {
+      "group_col": "is_tpms"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 5,
+    "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_f/m2/sql/v2q_m2_0c4ffe520624dc6c.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/usage_summary.json

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

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:28:46.207104+00:00",
+  "ended_at": "2026-05-19T16:28:49.597399+00:00",
+  "elapsed_ms": 3390.24,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21529,
+    "bytes_utf8": 21529,
+    "lines": 622,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:28:50.601377+00:00",
+  "ended_at": "2026-05-19T16:28:54.195596+00:00",
+  "elapsed_ms": 3594.15,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21529,
+    "bytes_utf8": 21529,
+    "lines": 622,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,622 @@
+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: m2
+- dataset_name: Carinsuranceclaimprediction Classification
+- table_name: m2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`.
+- task_type: classification
+- target_column: is_day_night_rear_view_mirror
+- main_row_count: 58592
+- important_fields:
+- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id.
+- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure.
+- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car.
+- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder.
+- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster.
+- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density.
+- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make.
+- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment.
+- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model.
+- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type.
+- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque.
+- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power.
+- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type.
+- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags.
+- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc.
+- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering.
+- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms.
+- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors.
+- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera.
+- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type.
+- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement.
+- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder.
+- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type.
+- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box.
+- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type.
+- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius.
+- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length.
+- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width.
+- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height.
+- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight.
+- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights.
+- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper.
+- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer.
+- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger.
+- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist.
+- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks.
+- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking.
+- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering.
+- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable.
+- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror.
+- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw.
+- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert.
+- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating.
+- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim.
+- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']]
+- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure']
+- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification
+
+SQLite schema snapshot:
+{
+  "table_name": "m2",
+  "quoted_table_name": "\"m2\"",
+  "row_count": 58592,
+  "columns": [
+    {
+      "name": "policy_id",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "policy_tenure",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_car",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_policyholder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "area_cluster",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "population_density",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "make",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "segment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "model",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "fuel_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "max_torque",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "max_power",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "engine_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "airbags",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_esc",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_adjustable_steering",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_tpms",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_parking_sensors",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_parking_camera",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rear_brakes_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cylinder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "transmission_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gear_box",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "steering_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "turning_radius",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "width",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "height",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gross_weight",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_front_fog_lights",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_wiper",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_washer",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_defogger",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_brake_assist",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_power_door_locks",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_central_locking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_power_steering",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_driver_seat_height_adjustable",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_day_night_rear_view_mirror",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_ecw",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_speed_alert",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ncap_rating",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_claim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "policy_id": "ID00001",
+      "policy_tenure": "0.515873589958172",
+      "age_of_car": "0.05",
+      "age_of_policyholder": "0.644230769230769",
+      "area_cluster": "C1",
+      "population_density": "4990",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00002",
+      "policy_tenure": "0.672618513547733",
+      "age_of_car": "0.02",
+      "age_of_policyholder": "0.375",
+      "area_cluster": "C2",
+      "population_density": "27003",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00003",
+      "policy_tenure": "0.841110255796233",
+      "age_of_car": "0.02",
+      "age_of_policyholder": "0.384615384615385",
+      "area_cluster": "C3",
+      "population_density": "4076",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00004",
+      "policy_tenure": "0.900276558749967",
+      "age_of_car": "0.11",
+      "age_of_policyholder": "0.432692307692308",
+      "area_cluster": "C4",
+      "population_density": "21622",
+      "make": "1",
+      "segment": "C1",
+      "model": "M2",
+      "fuel_type": "Petrol",
+      "max_torque": "113Nm@4400rpm",
+      "max_power": "88.50bhp@6000rpm",
+      "engine_type": "1.2 L K12N Dualjet",
+      "airbags": "2",
+      "is_esc": "Yes",
+      "is_adjustable_steering": "Yes",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "Yes",
+      "rear_brakes_type": "Drum",
+      "displacement": "1197",
+      "cylinder": "4",
+      "transmission_type": "Automatic",
+      "gear_box": "5",
+      "steering_type": "Electric",
+      "turning_radius": "4.8",
+      "length": "3995",
+      "width": "1735",
+      "height": "1515",
+      "gross_weight": "1335",
+      "is_front_fog_lights": "Yes",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "Yes",
+      "is_brake_assist": "Yes",
+      "is_power_door_locks": "Yes",
+      "is_central_locking": "Yes",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "Yes",
+      "is_day_night_rear_view_mirror": "Yes",
+      "is_ecw": "Yes",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "2",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00005",
+      "policy_tenure": "0.596402813108729",
+      "age_of_car": "0.11",
+      "age_of_policyholder": "0.634615384615385",
+      "area_cluster": "C5",
+      "population_density": "34738",
+      "make": "2",
+      "segment": "A",
+      "model": "M3",
+      "fuel_type": "Petrol",
+      "max_torque": "91Nm@4250rpm",
+      "max_power": "67.06bhp@5500rpm",
+      "engine_type": "1.0 SCe",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "No",
+      "is_parking_camera": "Yes",
+      "rear_brakes_type": "Drum",
+      "displacement": "999",
+      "cylinder": "3",
+      "transmission_type": "Automatic",
+      "gear_box": "5",
+      "steering_type": "Electric",
+      "turning_radius": "5",
+      "length": "3731",
+      "width": "1579",
+      "height": "1490",
+      "gross_weight": "1155",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "Yes",
+      "is_central_locking": "Yes",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "Yes",
+      "is_ecw": "Yes",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "2",
+      "is_claim": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=age_of_car.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "age_of_car",
+    "top_k": 16,
+    "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": 1493.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,622 @@
+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: m2
+- dataset_name: Carinsuranceclaimprediction Classification
+- table_name: m2
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`.
+- task_type: classification
+- target_column: is_day_night_rear_view_mirror
+- main_row_count: 58592
+- important_fields:
+- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id.
+- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure.
+- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car.
+- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder.
+- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster.
+- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density.
+- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make.
+- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment.
+- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model.
+- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type.
+- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque.
+- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power.
+- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type.
+- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags.
+- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc.
+- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering.
+- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms.
+- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors.
+- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera.
+- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type.
+- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement.
+- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder.
+- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type.
+- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box.
+- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type.
+- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius.
+- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length.
+- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width.
+- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height.
+- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight.
+- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights.
+- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper.
+- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer.
+- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger.
+- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist.
+- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks.
+- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking.
+- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering.
+- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable.
+- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror.
+- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw.
+- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert.
+- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating.
+- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim.
+- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']]
+- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure']
+- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification
+
+SQLite schema snapshot:
+{
+  "table_name": "m2",
+  "quoted_table_name": "\"m2\"",
+  "row_count": 58592,
+  "columns": [
+    {
+      "name": "policy_id",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "policy_tenure",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_car",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "age_of_policyholder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "area_cluster",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "population_density",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "make",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "segment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "model",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "fuel_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "max_torque",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "max_power",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "engine_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "airbags",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_esc",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_adjustable_steering",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_tpms",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_parking_sensors",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_parking_camera",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rear_brakes_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "displacement",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cylinder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "transmission_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gear_box",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "steering_type",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "turning_radius",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "length",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "width",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "height",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "gross_weight",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_front_fog_lights",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_wiper",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_washer",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_rear_window_defogger",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_brake_assist",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_power_door_locks",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_central_locking",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_power_steering",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_driver_seat_height_adjustable",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_day_night_rear_view_mirror",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_ecw",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_speed_alert",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "ncap_rating",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "is_claim",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "policy_id": "ID00001",
+      "policy_tenure": "0.515873589958172",
+      "age_of_car": "0.05",
+      "age_of_policyholder": "0.644230769230769",
+      "area_cluster": "C1",
+      "population_density": "4990",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00002",
+      "policy_tenure": "0.672618513547733",
+      "age_of_car": "0.02",
+      "age_of_policyholder": "0.375",
+      "area_cluster": "C2",
+      "population_density": "27003",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00003",
+      "policy_tenure": "0.841110255796233",
+      "age_of_car": "0.02",
+      "age_of_policyholder": "0.384615384615385",
+      "area_cluster": "C3",
+      "population_density": "4076",
+      "make": "1",
+      "segment": "A",
+      "model": "M1",
+      "fuel_type": "CNG",
+      "max_torque": "60Nm@3500rpm",
+      "max_power": "40.36bhp@6000rpm",
+      "engine_type": "F8D Petrol Engine",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "No",
+      "rear_brakes_type": "Drum",
+      "displacement": "796",
+      "cylinder": "3",
+      "transmission_type": "Manual",
+      "gear_box": "5",
+      "steering_type": "Power",
+      "turning_radius": "4.6",
+      "length": "3445",
+      "width": "1515",
+      "height": "1475",
+      "gross_weight": "1185",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "No",
+      "is_central_locking": "No",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "No",
+      "is_ecw": "No",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "0",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00004",
+      "policy_tenure": "0.900276558749967",
+      "age_of_car": "0.11",
+      "age_of_policyholder": "0.432692307692308",
+      "area_cluster": "C4",
+      "population_density": "21622",
+      "make": "1",
+      "segment": "C1",
+      "model": "M2",
+      "fuel_type": "Petrol",
+      "max_torque": "113Nm@4400rpm",
+      "max_power": "88.50bhp@6000rpm",
+      "engine_type": "1.2 L K12N Dualjet",
+      "airbags": "2",
+      "is_esc": "Yes",
+      "is_adjustable_steering": "Yes",
+      "is_tpms": "No",
+      "is_parking_sensors": "Yes",
+      "is_parking_camera": "Yes",
+      "rear_brakes_type": "Drum",
+      "displacement": "1197",
+      "cylinder": "4",
+      "transmission_type": "Automatic",
+      "gear_box": "5",
+      "steering_type": "Electric",
+      "turning_radius": "4.8",
+      "length": "3995",
+      "width": "1735",
+      "height": "1515",
+      "gross_weight": "1335",
+      "is_front_fog_lights": "Yes",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "Yes",
+      "is_brake_assist": "Yes",
+      "is_power_door_locks": "Yes",
+      "is_central_locking": "Yes",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "Yes",
+      "is_day_night_rear_view_mirror": "Yes",
+      "is_ecw": "Yes",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "2",
+      "is_claim": "0"
+    },
+    {
+      "policy_id": "ID00005",
+      "policy_tenure": "0.596402813108729",
+      "age_of_car": "0.11",
+      "age_of_policyholder": "0.634615384615385",
+      "area_cluster": "C5",
+      "population_density": "34738",
+      "make": "2",
+      "segment": "A",
+      "model": "M3",
+      "fuel_type": "Petrol",
+      "max_torque": "91Nm@4250rpm",
+      "max_power": "67.06bhp@5500rpm",
+      "engine_type": "1.0 SCe",
+      "airbags": "2",
+      "is_esc": "No",
+      "is_adjustable_steering": "No",
+      "is_tpms": "No",
+      "is_parking_sensors": "No",
+      "is_parking_camera": "Yes",
+      "rear_brakes_type": "Drum",
+      "displacement": "999",
+      "cylinder": "3",
+      "transmission_type": "Automatic",
+      "gear_box": "5",
+      "steering_type": "Electric",
+      "turning_radius": "5",
+      "length": "3731",
+      "width": "1579",
+      "height": "1490",
+      "gross_weight": "1155",
+      "is_front_fog_lights": "No",
+      "is_rear_window_wiper": "No",
+      "is_rear_window_washer": "No",
+      "is_rear_window_defogger": "No",
+      "is_brake_assist": "No",
+      "is_power_door_locks": "Yes",
+      "is_central_locking": "Yes",
+      "is_power_steering": "Yes",
+      "is_driver_seat_height_adjustable": "No",
+      "is_day_night_rear_view_mirror": "Yes",
+      "is_ecw": "Yes",
+      "is_speed_alert": "Yes",
+      "ncap_rating": "2",
+      "is_claim": "0"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=age_of_car.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "age_of_car",
+    "top_k": 16,
+    "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": 1493.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-806f-7c73-bc80-3eee581130d6"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-806f-7c73-bc80-3eee581130d6"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-91c3-7462-84c2-01dccc91865a"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-91c3-7462-84c2-01dccc91865a"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/run_manifest.json

@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:28:46.191132+00:00",
+  "ended_at": "2026-05-19T16:28:54.197234+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_0de13fdfcd88b7a2",
+    "problem_id": "v2p_m2_add3c17afe0eb15f",
+    "dataset_id": "m2",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "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 Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=age_of_car.",
+    "bindings": {
+      "group_col": "age_of_car",
+      "top_k": 16,
+      "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": 1493.0,
+      "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"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=126"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}